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Fundamentals of speech enhancement

Benesty, Jacob.

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Fundamentals of speech enhancement

Record Type:	Electronic resources : Monograph/item
Title/Author:	Fundamentals of speech enhancement/ by Jacob Benesty.
Author:	Benesty, Jacob.
Published:	Cham :Springer International Publishing : : 2018.,
Description:	viii, 106 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Speech processing systems. -
Online resource:	http://dx.doi.org/10.1007/978-3-319-74524-4
ISBN:	9783319745244

Fundamentals of speech enhancement
Benesty, Jacob.

Fundamentals of speech enhancement[electronic resource] /by Jacob Benesty. - Cham :Springer International Publishing :2018. - viii, 106 p. :ill., digital ;24 cm. - SpringerBriefs in electrical and computer engineering,2191-8112. - SpringerBriefs in electrical and computer engineering..

This book presents and develops several important concepts of speech enhancement in a simple but rigorous way. Many of the ideas are new; not only do they shed light on this old problem but they also offer valuable tips on how to improve on some well-known conventional approaches. The book unifies all aspects of speech enhancement, from single channel, multichannel, beamforming, time domain, frequency domain and time-frequency domain, to binaural in a clear and flexible framework. It starts with an exhaustive discussion on the fundamental best (linear and nonlinear) estimators, showing how they are connected to various important measures such as the coefficient of determination, the correlation coefficient, the conditional correlation coefficient, and the signal-to-noise ratio (SNR) It then goes on to show how to exploit these measures in order to derive all kinds of noise reduction algorithms that can offer an accurate and versatile compromise between noise reduction and speech distortion.

ISBN: 9783319745244

Standard No.: 10.1007/978-3-319-74524-4doiSubjects--Topical Terms:

590570
Speech processing systems.

LC Class. No.: TK7882.S65

Dewey Class. No.: 006.454

Fundamentals of speech enhancement
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245 1 0 $a Fundamentals of speech enhancement $h [electronic resource] / $c by Jacob Benesty.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2018.
300 $a viii, 106 p. : $b ill., digital ; $c 24 cm.
490 1 $a SpringerBriefs in electrical and computer engineering, $x 2191-8112
520 $a This book presents and develops several important concepts of speech enhancement in a simple but rigorous way. Many of the ideas are new; not only do they shed light on this old problem but they also offer valuable tips on how to improve on some well-known conventional approaches. The book unifies all aspects of speech enhancement, from single channel, multichannel, beamforming, time domain, frequency domain and time-frequency domain, to binaural in a clear and flexible framework. It starts with an exhaustive discussion on the fundamental best (linear and nonlinear) estimators, showing how they are connected to various important measures such as the coefficient of determination, the correlation coefficient, the conditional correlation coefficient, and the signal-to-noise ratio (SNR) It then goes on to show how to exploit these measures in order to derive all kinds of noise reduction algorithms that can offer an accurate and versatile compromise between noise reduction and speech distortion.
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