Teaching MIR

Various materials to support the teaching of Music Information Retrieval. This material has been created over several years by George Tzaanetakis while teaching CSC475/CSC575 Music Retrieval Systems at the University of Victoria. It was collected for the purpose of the "Teaching Music Information Retrieval" tutorial delived at the 2021 International Conference of the Society for Music Information Retrieval.

Tutorial slides and example notebooks

Contains the slides of the 2021 tutorial Teaching Music Information Retrieval and accompanying example notebooks

1. [Tutorial slides] (https://github.com/gtzan/teaching_mir/blob/main/ismir2021_teaching_mir_tutorial/ismir_2021_tutorial.pdf)

Online Courses

1. Kadenze MIR Program (3 courses)

Books

1. [Audio content analysis book website] (https://www.audiocontentanalysis.org/)
2. [Foundations of Music Processing website] (https://www.audiolabs-erlangen.de/fau/professor/mueller/bookFMP)

Notebook collections

1. [Kadenze MIR Program notebooks] (https://github.com/gtzan/mir_program_kadenze)
2. [Foundations of Music Processing notebooks] (https://www.audiolabs-erlangen.de/resources/MIR/FMP/C0/C0.html)
3. [Audio content analysis notebooks] (https://github.com/alexanderlerch/pyACA)

Audio

Short audio examples used by the notebooks

Notebooks

Folder contain various notebooks illustrating different MIR concepts