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Towards Model Compression for Deep Learning Based Speech Enhancement

The use of deep neural networks (DNNs) has dramatically elevated the performance of speech enhancement over the last decade. However, to achieve strong enhancement performance typically requires a large DNN, which is both memory and computation consuming, making it difficult to deploy such speech en...

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Detalhes bibliográficos
Publicado no:IEEE/ACM Trans Audio Speech Lang Process
Main Authors: Tan, Ke, Wang, DeLiang
Formato: Artigo
Idioma:Inglês
Publicado em: 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8224477/
https://ncbi.nlm.nih.gov/pubmed/34179220
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/taslp.2021.3082282
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