Music generation with long short-term memory network

Junye Yang

doi:10.1117/12.2622869

1 December 2021 Music generation with long short-term memory network

Junye Yang

Proceedings Volume 12079, Second IYSF Academic Symposium on Artificial Intelligence and Computer Engineering; 120790H (2021) https://doi.org/10.1117/12.2622869
Event: 2nd IYSF Academic Symposium on Artificial Intelligence and Computer Engineering, 2021, Xi'an, China

Abstract

Music is an indispensable part of people's lives. It can make people relaxed and can become a way for people to socialize. However, it is a big challenge for ordinary people to generate music, because they do not have professional music knowledge. Deep learning can solve this. By using the LSTM model, we can convert music into music scores and express them with specific numbers. Then pass the data packet into the model, and the model will guess the next music based on the existing music data, so as to achieve music generation.

Citation Download Citation

Junye Yang "Music generation with long short-term memory network", Proc. SPIE 12079, Second IYSF Academic Symposium on Artificial Intelligence and Computer Engineering, 120790H (1 December 2021); https://doi.org/10.1117/12.2622869

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