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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 05 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.

Cite As

Majid Farzaneh (2020). 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 .

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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Comments and Ratings (2)

Very very very good

MATLAB Release Compatibility
Created with R2019b
Compatible with any release
Platform Compatibility
Windows macOS Linux