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Sample-level sound synthesis with recurrent neural networks and conceptors

Conceptors are a recent development in the field of reservoir computing; they can be used to influence the dynamics of recurrent neural networks (RNNs), enabling generation of arbitrary patterns based on training data. Conceptors allow interpolation and extrapolation between patterns, and also provi...

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Detalhes bibliográficos
Publicado no:PeerJ Comput Sci
Autor principal: Kiefer, Chris
Formato: Artigo
Idioma:Inglês
Publicado em: PeerJ Inc. 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7924416/
https://ncbi.nlm.nih.gov/pubmed/33816858
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7717/peerj-cs.205
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