marja-w / gan-des-midi-music-gen

Training of two GAN models on MIDI music data for the task of automated music composition.
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Papers Genetic algorithms #4

Open Kayisn opened 4 months ago

Kayisn commented 4 months ago

One of (or the first) paper on genetic algorithms for music generation

https://www.researchgate.net/profile/Andrew-Horner-2/publication/252520139_Genetic_Algorithms_and_Computer-Assisted_Music_Composition/links/571875be08aed43f63221228/Genetic-Algorithms-and-Computer-Assisted-Music-Composition.pdf?_sg%5B0%5D=started_experiment_milestone&origin=journalDetail @book{horner1991genetic, title={Genetic algorithms and computer-assisted music composition}, author={Horner, Andrew and Goldberg, David E}, volume={51}, year={1991}, publisher={Ann Arbor, MI: Michigan Publishing, University of Michigan Library} }

Simulated Annealing

https://ieeexplore.ieee.org/document/8665078 @inproceedings{mo2018music, title={A music generation model for robotic composers}, author={Mo, Fan and Wang, Xingchao and Li, Shuaijun and Qian, Huihuan}, booktitle={2018 IEEE International Conference on Robotics and Biomimetics (ROBIO)}, pages={1483--1488}, year={2018}, organization={IEEE} }

Interesting method that uses human input during training ( they mention experts but would maybe be useful for our personalization purpose)

https://link.springer.com/chapter/10.1007/978-3-030-37548-5_16 @inproceedings{farzaneh2020music, title={Music generation using an interactive evolutionary algorithm}, author={Farzaneh, Majid and Mahdian Toroghi, Rahil}, booktitle={Pattern Recognition and Artificial Intelligence: Third Mediterranean Conference, MedPRAI 2019, Istanbul, Turkey, December 22--23, 2019, Proceedings 3}, pages={207--217}, year={2020}, organization={Springer} }