Multi-style music generation model design based on variational autoencoders and generative adversarial networks

Deep learning progress has made the synthesis of different musical styles an important front in artificial intelligence (AI) research. But existing methods still pose significant challenges when it comes to creating proper multi-level structures, controlling styles precisely, and maintaining stable...

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Bibliografiske detaljer

Principais autores:	Tao Shen, Muddassira Arshad
Format:	Artigo
Sprog:	Inglês
Udgivet:	PeerJ Inc. 2026-05-01
Serier:	PeerJ Computer Science
Fag:	Transformer Generative adversarial networks Multi-style music generation Multi-scale feature fusion Style decoupling Adaptive adversarial training
Online adgang:	https://peerj.com/articles/cs-3880.pdf
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