Gold, Bernard.
Speech and audio signal processing : processing and perception of speech and music / Ben Gold, Nelson Morgan. - New York : Wiley, c2000. - xviii, 537 p. : ill. ; 25 cm.
Includes bibliographical references and index.
Introduction -- Historical Background. Synthetic Audio: A Brief History. Speech Analysis and Synthesis Overview. Brief History of Automatic Speech Recognition. Speech-Recognition Overview -- Mathematical Background. Digital Signal Processing. Digital Filters and Discrete Fourier Transform. Pattern Classification. Statistical Pattern Classification -- Acoustic. Wave Basics. Acoustic Tube Modeling of Speech Production. Music Production. Room Acoustics -- Auditory Perception. Ear Physiology. Psychoacoustics. Models of Pitch Perception. Speech Perception. Human Speech Recognition -- Speech Features. The Auditory System as a Filter Bank. The Cepstrum as a Spectral Analyzer. Linear Prediction -- Automatic Speech Recognition. Ch. 1. Pt. I. Ch. 2. Ch. 3. Ch. 4. Ch. 5. Pt. II. Ch. 6. Ch. 7. Ch. 8. Ch. 9. Pt. III. Ch. 10. Ch. 11. Ch. 12. Ch. 13. Pt. IV. Ch. 14. Ch. 15. Ch. 16. Ch. 17. Ch. 18. Pt. V. Ch. 19. Ch. 20. Ch. 21. Pt. VI. Feature Extraction for ASR. Linguistic Categories for Speech Recognition. Deterministic Sequence Recognition for ASR. Statistical Sequence Recognition. Statistical Model Training. Discriminant Acoustic Probability Estimation. Speech Recognition and Understanding -- Synthesis and Coding. Speech Synthesis. Pitch Detection. Vocoders. Low-Rate Vocoders. Medium-Rate and High-Rate Vocoders -- Other Applications. Speech Transformations. Some Aspects of Computer Music Synthesis. Speaker Verification. Ch. 22. Ch. 23. Ch. 24. Ch. 25. Ch. 26. Ch. 27. Ch. 28. Pt. VII. Ch. 29. Ch. 30. Ch. 31. Ch. 32. Ch. 33. Pt. VIII. Ch. 34. Ch. 35. Ch. 36.
"Speech and Audio Signal Processing provides the most current and comprehensive coverage of speech and audio signal processing available today. These topics include everything from basic foundation material on digital signal processing, pattern recognition acoustics, and hearing to material of historical significance not found anywhere else. The text also contains a range of applications of the technology, with strong focus on speech recognition and coding."--BOOK JACKET.
0471351547 (alk. paper) 9814126551
99016025
Speech processing systems.
Signal processing--Digital techniques.
TK7882.S65 / G65 2000
621.3822 / GOS
Speech and audio signal processing : processing and perception of speech and music / Ben Gold, Nelson Morgan. - New York : Wiley, c2000. - xviii, 537 p. : ill. ; 25 cm.
Includes bibliographical references and index.
Introduction -- Historical Background. Synthetic Audio: A Brief History. Speech Analysis and Synthesis Overview. Brief History of Automatic Speech Recognition. Speech-Recognition Overview -- Mathematical Background. Digital Signal Processing. Digital Filters and Discrete Fourier Transform. Pattern Classification. Statistical Pattern Classification -- Acoustic. Wave Basics. Acoustic Tube Modeling of Speech Production. Music Production. Room Acoustics -- Auditory Perception. Ear Physiology. Psychoacoustics. Models of Pitch Perception. Speech Perception. Human Speech Recognition -- Speech Features. The Auditory System as a Filter Bank. The Cepstrum as a Spectral Analyzer. Linear Prediction -- Automatic Speech Recognition. Ch. 1. Pt. I. Ch. 2. Ch. 3. Ch. 4. Ch. 5. Pt. II. Ch. 6. Ch. 7. Ch. 8. Ch. 9. Pt. III. Ch. 10. Ch. 11. Ch. 12. Ch. 13. Pt. IV. Ch. 14. Ch. 15. Ch. 16. Ch. 17. Ch. 18. Pt. V. Ch. 19. Ch. 20. Ch. 21. Pt. VI. Feature Extraction for ASR. Linguistic Categories for Speech Recognition. Deterministic Sequence Recognition for ASR. Statistical Sequence Recognition. Statistical Model Training. Discriminant Acoustic Probability Estimation. Speech Recognition and Understanding -- Synthesis and Coding. Speech Synthesis. Pitch Detection. Vocoders. Low-Rate Vocoders. Medium-Rate and High-Rate Vocoders -- Other Applications. Speech Transformations. Some Aspects of Computer Music Synthesis. Speaker Verification. Ch. 22. Ch. 23. Ch. 24. Ch. 25. Ch. 26. Ch. 27. Ch. 28. Pt. VII. Ch. 29. Ch. 30. Ch. 31. Ch. 32. Ch. 33. Pt. VIII. Ch. 34. Ch. 35. Ch. 36.
"Speech and Audio Signal Processing provides the most current and comprehensive coverage of speech and audio signal processing available today. These topics include everything from basic foundation material on digital signal processing, pattern recognition acoustics, and hearing to material of historical significance not found anywhere else. The text also contains a range of applications of the technology, with strong focus on speech recognition and coding."--BOOK JACKET.
0471351547 (alk. paper) 9814126551
99016025
Speech processing systems.
Signal processing--Digital techniques.
TK7882.S65 / G65 2000
621.3822 / GOS