Automatic Melody Generation by GA and LSTM

Versione 1.0.0 (157 KB) da Majid Farzaneh

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

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Aggiornato 5 feb 2020

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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.

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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. Recuperato aprile 26, 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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Mathematics and Optimization > Global Optimization Toolbox > Genetic Algorithm >

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Versione	Pubblicato	Note della release
1.0.0	5 feb 2020		Scarica

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} }