Automatic Melody Generation by GA and LSTM

Version 1.0.0 (157 KB) by Majid Farzaneh

Automatic Melody Generation by Genetic Algorithm and Long Short-Term Memory

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Updated 5 Feb 2020

Automatic Melody Generation by Genetic Algorithm and Long Short-Term Memory.
This code generates melodies in the ABC notation language. (for more info please check abcnotation.com)
The LSTM network works as an objective function for GA and it has been trained before.
For more information please refer to our paper:
Farzaneh, Majid, and Rahil Mahdian Toroghi. "Music Generation Using an Interactive Evolutionary Algorithm." Mediterranean Conference on Pattern Recognition and Artificial Intelligence. Springer, Cham, 2019.

Cite As

Majid Farzaneh (2024). Automatic Melody Generation by GA and LSTM (https://www.mathworks.com/matlabcentral/fileexchange/74180-automatic-melody-generation-by-ga-and-lstm), MATLAB Central File Exchange. Retrieved November 22, 2024.

Farzaneh, Majid, and Rahil Mahdian Toroghi. “Music Generation Using an Interactive Evolutionary Algorithm.” Pattern Recognition and Artificial Intelligence, Springer International Publishing, 2019, pp. 207–17, doi:10.1007/978-3-030-37548-5_16.

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Created with R2019b

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Version	Published	Release Notes
1.0.0	5 Feb 2020		Download

MLA	Farzaneh, Majid, and Rahil Mahdian Toroghi. “Music Generation Using an Interactive Evolutionary Algorithm.” Pattern Recognition and Artificial Intelligence, Springer International Publishing, 2019, pp. 207–17, doi:10.1007/978-3-030-37548-5_16.
APA	Farzaneh, M., & Toroghi, R. M. (2019). Music Generation Using an Interactive Evolutionary Algorithm. In Pattern Recognition and Artificial Intelligence (pp. 207–217). Springer International Publishing. Retrieved from https://doi.org/10.1007%2F978-3-030-37548-5_16
BibTeX	@incollection{Farzaneh_2019, doi = {10.1007/978-3-030-37548-5_16}, url = {https://doi.org/10.1007%2F978-3-030-37548-5_16}, year = 2019, month = {dec}, publisher = {Springer International Publishing}, pages = {207--217}, author = {Majid Farzaneh and Rahil Mahdian Toroghi}, title = {Music Generation Using an Interactive Evolutionary Algorithm}, booktitle = {Pattern Recognition and Artificial Intelligence} }