Applied Speech and Audio Processing

With Matlab Examples

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Hardcover | 5 May 2009

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218 Pages

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24.41 x 16.99 x 1.42

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Applied Speech and Audio Processing is a MATLAB-based, one-stop resource that blends speech and hearing research in describing the key techniques of speech and audio processing. This practically oriented text provides MATLAB examples throughout to illustrate the concepts discussed and to give the reader hands-on experience with important techniques. Chapters on basic audio processing and the characteristics of speech and hearing lay the foundations of speech signal processing, which are built upon in subsequent sections explaining audio handling, coding, compression, and analysis techniques. The final chapter explores a number of advanced topics that use these techniques, including psychoacoustic modelling, a subject which underpins MP3 and related audio formats. With its hands-on nature and numerous MATLAB examples, this book is ideal for graduate students and practitioners working with speech or audio systems.

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Preface	p. vii
Acknowledgements	p. x
Introduction	p. 1
Digital audio	p. 1
Capturing and converting sound	p. 2
Sampling	p. 3
Summary	p. 5
Basic audio processing	p. 7
Handling audio in Matlab	p. 7
Normalisation	p. 13
Audio processing	p. 15
Segmentation	p. 18
Analysis window sizing	p. 24
Visualisation	p. 25
Sound generation	p. 30
Summary	p. 34
Speech	p. 38
Speech production	p. 38
Characteristics of speech	p. 41
Speech understanding	p. 47
Summary	p. 54
Hearing	p. 59
Physical processes	p. 59
Psychoacoustics	p. 60
Amplitude and frequency models	p. 72
Psychoacoustic processing	p. 74
Auditory scene analysis	p. 76
Summary	p. 85
Speech communications	p. 89
Quantisation	p. 90
Parameterisation	p. 95
Pitch models	p. 117
Analysis-by-synthesis	p. 122
Summary	p. 130
Audio analysis	p. 135
Analysis toolkit	p. 136
Speech analysis and classification	p. 148
Analysis of other signals	p. 151
Higher order statistics	p. 155
Summary	p. 157
Advanced topics	p. 160
Psychoacoustic modelling	p. 160
Perceptual weighting	p. 168
Speaker classification	p. 169
Language classification	p. 172
Speech recognition	p. 174
Speech synthesis	p. 180
Stereo encoding	p. 184
Formant Strengthening and steering	p. 189
Voice and pitch changer	p. 193
Summary	p. 198
Index	p. 202
Table of Contents provided by Ingram. All Rights Reserved.

Applied Speech and Audio Processing

With Matlab Examples

At a Glance

Hardcover

Shipping

How to return your order

Defective items

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