
Applied Speech and Audio Processing: With Matlab Examples
by Ian McLoughlin-
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Summary
Author Biography
Table of Contents
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. |
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