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Speech enhancement in the Karhunen-Loeve expansion domain
This book is devoted to the study of the problem of speech enhancement whose objective is the recovery of a signal of interest (i.e., speech) from noisy observations. Typically, the recovery process is accomplished by passing the noisy observations through a linear filter (or a linear transformation...
Autores principales: | , |
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Lenguaje: | eng |
Publicado: |
Morgan & Claypool Publishers
2011
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Materias: | |
Acceso en línea: | http://cds.cern.ch/record/1614206 |
Sumario: | This book is devoted to the study of the problem of speech enhancement whose objective is the recovery of a signal of interest (i.e., speech) from noisy observations. Typically, the recovery process is accomplished by passing the noisy observations through a linear filter (or a linear transformation). Since both the desired speech and undesired noise are filtered at the same time, the most critical issue of speech enhancement resides in how to design a proper optimal filter that can fully take advantage of the difference between the speech and noise statistics to mitigate the noise effect as m |
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