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Applied Speech and Audio Processing With Matlab Examples

ISBN-10: 0521519543

ISBN-13: 9780521519540

Edition: 2009

Authors: Ian V. McLoughlin

List price: $74.99
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Description:

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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Book details

List price: $74.99
Copyright year: 2009
Publisher: Cambridge University Press
Publication date: 2/19/2009
Binding: Hardcover
Pages: 218
Size: 7.00" wide x 10.00" long x 0.25" tall
Weight: 1.298
Language: English

Preface
Acknowledgements
Introduction
Digital audio
Capturing and converting sound
Sampling
Summary
Basic audio processing
Handling audio in Matlab
Normalisation
Audio processing
Segmentation
Analysis window sizing
Visualisation
Sound generation
Summary
Speech
Speech production
Characteristics of speech
Speech understanding
Summary
Hearing
Physical processes
Psychoacoustics
Amplitude and frequency models
Psychoacoustic processing
Auditory scene analysis
Summary
Speech communications
Quantisation
Parameterisation
Pitch models
Analysis-by-synthesis
Summary
Audio analysis
Analysis toolkit
Speech analysis and classification
Analysis of other signals
Higher order statistics
Summary
Advanced topics
Psychoacoustic modelling
Perceptual weighting
Speaker classification
Language classification
Speech recognition
Speech synthesis
Stereo encoding
Formant Strengthening and steering
Voice and pitch changer
Summary
Index