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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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Détails bibliographiques
Publié dans:PeerJ Comput Sci
Auteur principal: Kiefer, Chris
Format: Artigo
Langue:Inglês
Publié: PeerJ Inc. 2019
Sujets:
Accès en ligne: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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