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refs.bib
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@article{ebcioglu1986expert,
title={An expert system for harmonization of chorales in the style of JS Bach},
author={Ebcioglu, Kemal},
year={1986},
publisher={State University of New York at Buffalo}
}
@article{ames1987automated,
title={Automated composition in retrospect: 1956-1986},
author={Ames, Charles},
journal={Leonardo},
pages={169--185},
year={1987},
publisher={JSTOR}
}
@inproceedings{pearce2001evaluation,
title={Towards a framework for the evaluation of machine compositions},
author={Pearce, Marcus and Wiggins, Geraint},
booktitle={Proceedings of the AISB'01 Symposium on Artificial Intelligence and
Creativity in the Arts and Sciences},
pages={22--32},
year={2001},
organization={Citeseer}
}
@article{pearce2004improved,
title={Improved methods for statistical modelling of monophonic music},
author={Pearce, Marcus and Wiggins, Geraint},
journal={Journal of New Music Research},
volume={33},
number={4},
pages={367--385},
year={2004},
publisher={Taylor \& Francis}
}
@inproceedings{pearce2004combining,
title={Methods for combining statistical models of music},
author={Pearce, Marcus and Conklin, Darrell and Wiggins, Geraint},
booktitle={International Symposium on Computer Music Modeling and Retrieval},
pages={295--312},
year={2004},
organization={Springer}
}
@phdthesis{pearce2005construction,
title={The construction and evaluation of statistical models of melodic
structure in music perception and composition},
author={Pearce, Marcus Thomas},
year={2005},
school={City University London}
}
@misc{conklin1990prediction,
title={Prediction and entropy ofmusic},
author={Conklin, D and Witten, IH},
year={1990},
publisher={Master's thesis. Calgary, Canada: Department of Computer Science,
University of Calgary}
}
@inproceedings{conklin2003music,
title={Music generation from statistical models},
author={Conklin, Darrell},
booktitle={Proceedings of the AISB 2003 Symposium on Artificial Intelligence
and Creativity in the Arts and Sciences},
pages={30--35},
year={2003},
organization={Citeseer}
}
@article{allan2005chorales,
title={Harmonising chorales by probabilistic inference},
author={Allan, Moray and Williams, Christopher KI},
journal={Advances in neural information processing systems},
volume={17},
pages={25--32},
year={2005}
}
@inproceedings{whorley2015improved,
title={Improved iterative random walk for four-part harmonization},
author={Whorley, Raymond and Conklin, Darrell},
booktitle={International Conference on Mathematics and Computation in Music},
pages={64--70},
year={2015},
organization={Springer}
}
@inproceedings{phon2002computational,
title={A computational model for chorale harmonisation in the style of JS
Bach},
author={Phon-Amnuaisuk, Somnuk and Smaill, Alan and Wiggins, Geraint},
booktitle={Proceedings of ICMPC7 (the 7th International Conference on Music
Perception and Cognition), Sydney, Australia},
year={2002}
}
@inproceedings{phon1999four,
title={The four-part harmonisation problem: a comparison between genetic
algorithms and a rule-based system},
author={Phon-Amnuaisuk, Somnuk and Wiggins, Geraint},
booktitle={Proceedings of the AISB’99 Symposium on Musical Creativity},
pages={28--34},
year={1999}
}
@inproceedings{farbood2001palestrina,
title={Analysis and synthesis of Palestrina-style counterpoint using Markov
chains},
author={Farbood, Mary and Schoner, Bernd},
booktitle={Proceedings of the International Computer Music Conference},
pages={471--474},
year={2001}
}
@article{ames1989markov,
title={The Markov process as a compositional model: A survey and tutorial},
author={Ames, Charles},
journal={Leonardo},
pages={175--187},
year={1989},
publisher={JSTOR}
}
@article{conklin1988modelling,
title={Modelling and generating music using multiple viewpoints},
author={Conklin, Darrell and Cleary, John G},
year={1988},
publisher={University of Calgary}
}
@article{conklin1995viewpoints,
title={Multiple viewpoint systems for music prediction},
author={Conklin, Darrell and Witten, Ian H},
journal={Journal of New Music Research},
volume={24},
number={1},
pages={51--73},
year={1995},
publisher={Taylor \& Francis}
}
@article{whorley2016music,
title={Music Generation from Statistical Models of Harmony},
author={Whorley, Raymond P and Conklin, Darrell},
journal={Journal of New Music Research},
volume={45},
number={2},
pages={160--183},
year={2016},
publisher={Taylor \& Francis}
}
@article{eck2002lstm,
title={A first look at music composition using lstm recurrent neural
networks},
author={Eck, Douglas and Schmidhuber, Juergen},
journal={Istituto Dalle Molle Di Studi Sull Intelligenza Artificiale},
volume={103},
year={2002}
}
@phdthesis{whorley2013phd,
title={The construction and evaluation of statistical models of melody and
harmony},
author={Whorley, Raymond Peter and others},
year={2013},
school={Goldsmiths, University of London}
}
@article{graves2013generating,
title={Generating sequences with recurrent neural networks},
author={Graves, Alex},
journal={arXiv preprint arXiv:1308.0850},
year={2013}
}
@article{liangbachbot,
title={BachBot: Deep generative modeling of Bach chorales},
author={Liang, Feynman and Tomczak, Marcin and Johnson, Matt and Gotham, Mark and Shotten, Jamie and Byrne, Bill}
}
@inproceedings{sutskever2014sequence,
title={Sequence to sequence learning with neural networks},
author={Sutskever, Ilya and Vinyals, Oriol and Le, Quoc V},
booktitle={Advances in neural information processing systems},
pages={3104--3112},
year={2014}
}
@article{cleary1984ppm,
title={Data compression using adaptive coding and partial string matching},
author={Cleary, John and Witten, Ian},
journal={IEEE transactions on Communications},
volume={32},
number={4},
pages={396--402},
year={1984},
publisher={IEEE}
}
@article{zaremba2014recurrent,
title={Recurrent neural network regularization},
author={Zaremba, Wojciech and Sutskever, Ilya and Vinyals, Oriol},
journal={arXiv preprint arXiv:1409.2329},
year={2014}
}
@article{srivastava2014dropout,
title={Dropout: a simple way to prevent neural networks from overfitting.},
author={Srivastava, Nitish and Hinton, Geoffrey E and Krizhevsky, Alex and
Sutskever, Ilya and Salakhutdinov, Ruslan},
journal={Journal of Machine Learning Research},
volume={15},
number={1},
pages={1929--1958},
year={2014}
}
@article{hochreiter1997long,
title={Long short-term memory},
author={Hochreiter, Sepp and Schmidhuber, J{\"u}rgen},
journal={Neural computation},
volume={9},
number={8},
pages={1735--1780},
year={1997},
publisher={MIT Press}
}
@article{abadi2016tensorflow,
title={Tensorflow: Large-scale machine learning on heterogeneous distributed
systems},
author={Abadi, Mart{\'\i}n and Agarwal, Ashish and Barham, Paul and Brevdo,
Eugene and Chen, Zhifeng and Citro, Craig and Corrado, Greg S and
Davis, Andy and Dean, Jeffrey and Devin, Matthieu and others},
journal={arXiv preprint arXiv:1603.04467},
year={2016}
}
@book{Goodfellow-et-al-2016,
title={Deep Learning},
author={Ian Goodfellow and Yoshua Bengio and Aaron Courville},
publisher={MIT Press},
note={\url{http://www.deeplearningbook.org}},
year={2016}
}
@article{todd1989connectionist,
title={A connectionist approach to algorithmic composition},
author={Todd, Peter M},
journal={Computer Music Journal},
volume={13},
number={4},
pages={27--43},
year={1989},
publisher={JSTOR}
}
@techreport{rumelhart1985learning,
title={Learning internal representations by error propagation},
author={Rumelhart, David E and Hinton, Geoffrey E and Williams, Ronald J},
year={1985},
institution={DTIC Document}
}
@article{boulanger2012modeling,
title={Modeling temporal dependencies in high-dimensional sequences:
Application to polyphonic music generation and transcription},
author={Boulanger-Lewandowski, Nicolas and Bengio, Yoshua and Vincent,
Pascal},
journal={arXiv preprint arXiv:1206.6392},
year={2012}
}
@article{vigna2017further,
title={Further scramblings of Marsaglia’s xorshift generators},
author={Vigna, Sebastiano},
journal={Journal of Computational and Applied Mathematics},
volume={315},
pages={175--181},
year={2017},
publisher={Elsevier}
}
@article{greff2016lstm,
title={LSTM: A search space odyssey},
author={Greff, Klaus and Srivastava, Rupesh K and Koutn{\'\i}k, Jan and Steunebrink, Bas R and Schmidhuber, J{\"u}rgen},
journal={IEEE transactions on neural networks and learning systems},
year={2016},
publisher={IEEE}
}