Springer Handbook of Speech Processing

Publisher Springer

Format

eBook

2nd Edition 1st Edition

Quantity

Add New

Publisher

Springer

Volume

Copyright

2007

ISBN13

9783540491279

Release

Format

eBook

Grade Level

College Freshman - College Senior

DDC
TBD

Overview

From common consumer products, such as cell phones and MP3 players, to more sophisticated projects such as human-machine interfaces and responsive robots, speech technologies are ubiquitous in 21st century life. Many think that it is just a matter of time before more applications of the science of speech become inescapable in our daily life. This handbook is intended to play a fundamental role in shaping sustainable progress in speech research and development. A quickly accessible source of application-oriented, authoritative and comprehensive information about these technologies, it combines the established knowledge derived from research in such fast evolving disciplines as Signal Processing and Communications, Acoustics, Computer Science and Linguistics.
The Springer Handbook of Speech Processing focuses on three categories of readers: graduate students, professors and active researchers in academia and research labs, and engineers in industry who need to understand or implement some specific algorithms for their speech-related products. The handbook could also be used as a sourcebook for one or more graduate courses on signal processing for speech and different aspects of speech processing and applications.
Front Cover.
Half Title Page.
Other Frontmatter.
Title Page.
Copyright Page.
Foreword.
Preface.
List of Editors.
List of Authors.
Contents.
List of Abbreviations.
1: Introduction to Speech Processing.
2: A Brief History of Speech Processing.
3: Applications of Speech Processing.
4: Organization of the Handbook.
5: Introduction to Speech Processing:References.
6: Production, Perception, and Modeling of Speech.
7: Physiological Processes of Speech Production.
8: Overview of Speech Apparatus.
9: Voice Production Mechanisms.
10: Articulatory Mechanisms.
11: Summary.
12: Physiological Processes of Speech Production:References.
13: Nonlinear Cochlear Signal Processing and Masking in Speech Perception.
14: Basics.
15: The Nonlinear Cochlea.
16: Neural Masking.
17: Discussion and Summary.
18: Nonlinear Cochlear Signal Processing and Masking in Speech Perception:References.
19: Perception of Speech and Sound.
20: Basic Psychoacoustic Quantities.
21: Acoustical Information Required for Speech Perception.
22: Speech Feature Perception.
23: Perception of Speech and Sound:References.
24: Speech Quality Assessment.
25: Degradation Factors Affecting Speech Quality.
26: Subjective Tests.
27: Objective Measures.
28: Conclusions.
29: Speech Quality Assessment:References.
30: Signal Processing for Speech.
31: Wiener and Adaptive Filters.
32: Overview.
33: Signal Models.
34: Derivation of the Wiener Filter.
35: Impulse Response Tail Effect.
36: Condition Number.
37: Adaptive Algorithms.
38: MIMO Wiener Filter.
39: Conclusions.
40: Wiener and Adaptive Filters:References.
41: Linear Prediction.
42: Fundamentals.
43: Forward Linear Prediction.
44: Backward Linear Prediction.
45: Levinson—Durbin Algorithm.
46: Lattice Predictor.
47: Spectral Representation.
48: Linear Interpolation.
49: Line Spectrum Pair Representation.
50: Multichannel Linear Prediction.
51: Conclusions.
52: Linear Prediction:References.
53: The Kalman
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Springer Handbook of Speech Processing

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Table of Contents