Fundamentals of Speech Enhancement (Paperback, 1st ed. 2018)

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.

General

Imprint:	Springer International Publishing AG
Country of origin:	Switzerland
Series:	SpringerBriefs in Electrical and Computer Engineering
Release date:	February 2018
First published:	2018
Authors:	Jacob Benesty
Dimensions:	235 x 155mm (L x W)
Format:	Paperback
Pages:	106
Edition:	1st ed. 2018
ISBN-13:	978-3-319-74523-7
Categories:	Books > Professional & Technical > Other technologies > General Books > Computing & IT > Computer software packages > Multimedia Books > Computing & IT > Applications of computing > Audio processing > Speech recognition & synthesis Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Applied optics > General
LSN:	3-319-74523-9
Barcode:	9783319745237

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