Applied Speech and Audio Processing: With Matlab Examples

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Edition: 1st
Format: Hardcover
Pub. Date: 2009-03-23
Publisher(s): Cambridge University Press
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Summary

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.

Author Biography

Ian McLoughlin is an Associate Professor in the School of Computer Engineering, Nanyang Technological University, Singapore. Over the past 20 years he has worked for industry, government and academia across three continents. His publications and patents cover speech processing for intelligibility, compression, detection and interpretation, hearing models for intelligibility in English and Mandarin Chinese, and psychoacoustic methods for audio steganography.

Table of Contents

Prefacep. vii
Acknowledgementsp. x
Introductionp. 1
Digital audiop. 1
Capturing and converting soundp. 2
Samplingp. 3
Summaryp. 5
Basic audio processingp. 7
Handling audio in Matlabp. 7
Normalisationp. 13
Audio processingp. 15
Segmentationp. 18
Analysis window sizingp. 24
Visualisationp. 25
Sound generationp. 30
Summaryp. 34
Speechp. 38
Speech productionp. 38
Characteristics of speechp. 41
Speech understandingp. 47
Summaryp. 54
Hearingp. 59
Physical processesp. 59
Psychoacousticsp. 60
Amplitude and frequency modelsp. 72
Psychoacoustic processingp. 74
Auditory scene analysisp. 76
Summaryp. 85
Speech communicationsp. 89
Quantisationp. 90
Parameterisationp. 95
Pitch modelsp. 117
Analysis-by-synthesisp. 122
Summaryp. 130
Audio analysisp. 135
Analysis toolkitp. 136
Speech analysis and classificationp. 148
Analysis of other signalsp. 151
Higher order statisticsp. 155
Summaryp. 157
Advanced topicsp. 160
Psychoacoustic modellingp. 160
Perceptual weightingp. 168
Speaker classificationp. 169
Language classificationp. 172
Speech recognitionp. 174
Speech synthesisp. 180
Stereo encodingp. 184
Formant Strengthening and steeringp. 189
Voice and pitch changerp. 193
Summaryp. 198
Indexp. 202
Table of Contents provided by Ingram. All Rights Reserved.

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