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A perspective on single-channel frequency-domain speech enhancement

This book focuses on a class of single-channel noise reduction methods that are performed in the frequency domain via the short-time Fourier transform (STFT). The simplicity and relative effectiveness of this class of approaches make them the dominant choice in practical systems. Even though many po...

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Detalles Bibliográficos
Autor principal: Benesty, Jacob
Lenguaje:eng
Publicado: Morgan & Claypool Publishers 2010
Materias:
Acceso en línea:http://cds.cern.ch/record/1614211
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author Benesty, Jacob
author_facet Benesty, Jacob
author_sort Benesty, Jacob
collection CERN
description This book focuses on a class of single-channel noise reduction methods that are performed in the frequency domain via the short-time Fourier transform (STFT). The simplicity and relative effectiveness of this class of approaches make them the dominant choice in practical systems. Even though many popular algorithms have been proposed through more than four decades of continuous research, there are a number of critical areas where our understanding and capabilities still remain quite rudimentary, especially with respect to the relationship between noise reduction and speech distortion. All exis
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2010
publisher Morgan & Claypool Publishers
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spelling cern-16142112021-04-21T22:10:18Zhttp://cds.cern.ch/record/1614211engBenesty, JacobA perspective on single-channel frequency-domain speech enhancementEngineeringThis book focuses on a class of single-channel noise reduction methods that are performed in the frequency domain via the short-time Fourier transform (STFT). The simplicity and relative effectiveness of this class of approaches make them the dominant choice in practical systems. Even though many popular algorithms have been proposed through more than four decades of continuous research, there are a number of critical areas where our understanding and capabilities still remain quite rudimentary, especially with respect to the relationship between noise reduction and speech distortion. All exisMorgan & Claypool Publishersoai:cds.cern.ch:16142112010
spellingShingle Engineering
Benesty, Jacob
A perspective on single-channel frequency-domain speech enhancement
title A perspective on single-channel frequency-domain speech enhancement
title_full A perspective on single-channel frequency-domain speech enhancement
title_fullStr A perspective on single-channel frequency-domain speech enhancement
title_full_unstemmed A perspective on single-channel frequency-domain speech enhancement
title_short A perspective on single-channel frequency-domain speech enhancement
title_sort perspective on single-channel frequency-domain speech enhancement
topic Engineering
url http://cds.cern.ch/record/1614211
work_keys_str_mv AT benestyjacob aperspectiveonsinglechannelfrequencydomainspeechenhancement
AT benestyjacob perspectiveonsinglechannelfrequencydomainspeechenhancement