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The benefit of combining a deep neural network architecture with ideal ratio mask estimation in computational speech segregation to improve speech intelligibility

Computational speech segregation attempts to automatically separate speech from noise. This is challenging in conditions with interfering talkers and low signal-to-noise ratios. Recent approaches have adopted deep neural networks and successfully demonstrated speech intelligibility improvements. A s...

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Publicat a:PLoS One
Autors principals: Bentsen, Thomas, May, Tobias, Kressner, Abigail A., Dau, Torsten
Format: Artigo
Idioma:Inglês
Publicat: Public Library of Science 2018
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC5953465/
https://ncbi.nlm.nih.gov/pubmed/29763459
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0196924
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