Discrete-Time Speech Signal Processing: Principles and Practice (IE-Hardcover)
Thomas F. Quatieri
- 出版商: Prentice Hall
- 出版日期: 2001-10-31
- 售價: $1,190
- 貴賓價: 9.8 折 $1,166
- 語言: 英文
- 頁數: 779
- 裝訂: Paperback
- ISBN: 9861541322
- ISBN-13: 9789861541327
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商品描述
Essential principles, practical examples, current applications, and leading-edge research.
In this book, Thomas F. Quatieri presents the field's most intensive, up-to-date tutorial and reference on discrete-time speech signal processing. Building on his MIT graduate course, he introduces key principles, essential applications, and state-of-the-art research, and he identifies limitations that point the way to new research opportunities.
Quatieri provides an excellent balance of theory and application, beginning with a complete framework for understanding discrete-time speech signal processing. Along the way, he presents important advances never before covered in a speech signal processing text book, including sinusoidal speech processing, advanced time-frequency analysis, and nonlinear aeroacoustic speech production modeling. Coverage includes:
- Speech production and speech perception: a dual view
- Crucial distinctions between stochastic and deterministic problems
- Pole-zero speech models
- Homomorphic signal processing
- Short-time Fourier transform analysis/synthesis
- Filter-bank and wavelet analysis/synthesis
- Nonlinear measurement and modeling techniques
The book's in-depth applications coverage includes speech coding, enhancement, and modification; speaker recognition; noise reduction; signal restoration; dynamic range compression, and more. Principles of Discrete-Time Speech Processing also contains an exceptionally complete series of examples and Matlab exercises, all carefully integrated into the book's coverage of theory and applications.
Table of Contents
1. Introduction.
2. A Discrete-Time Signal Processing Framework.
3. Production and Classification of Speech Sounds.
4. Acoustics of Speech Production.
5. Analysis and Synthesis of Pole-Zero Speech Models.
Appendix 5.A: Properties of Stochastic Processes.
Appendix 5.B: Derivation of the Lattice Filter in Linear Prediction Analysis.
6. Homomorphic Signal Processing.
7. Short-Time Fourier Transform Analysis and Synthesis.
Appendix 7.A: FBS Method with Multiplicative Modification.
8. Filter-Bank Analysis/Synthesis.
9. Sinusoidal Analysis/Synthesis.
Appendix 9.A: Derivation of the Sinewave Model.
Appendix 9.B: Derivation of Optimal Cubic Phase Parameters.
10. Frequency-Domain Pitch Estimation.
11. Nonlinear Measurement and Modeling Techniques.
12. Speech Coding.
13. Speech Enhancement.
Appendix 13.A: Stochastic-Theoretic parameter Estimation.
14. Speaker Recognition.
Appendix 14.A: Expectation-Maximization (EM) Estimation.
Glossary.
Speech Signal Processing.
Units.
Databases.
Index.
About the Author.