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Speech and audio signal processing : processing and perception of speech and music

Author: Bernard Gold; Nelson Morgan; Dan Ellis
Publisher: Hoboken, N.J. : Wiley, ©2011.
Edition/Format:   Print book : English : 2nd edView all editions and formats
Summary:

When Speech and Audio Signal Processing published in 1999, it stood out from its competition in its breadth of coverage and its accessible, intutiont-based style. This book was aimed at individual  Read more...

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Bernard Gold; Nelson Morgan; Dan Ellis
ISBN: 9780470195369 0470195363
OCLC Number: 751147208
Description: xxii, 661 pages : illustrations ; 24 cm
Contents: Ch. 1. Introduction --
pt. I: Historical background --
Ch. 2. Synthetic audio: a brief history --
Ch. 3. Speech analysis and synthesis overview --
Ch. 4. Brief history of automatic speech recognition --
Ch. 5. Speech recognition overview --
pt. II: Mathematical background --
Ch. Y Digital signal processing --
Ch. 7. Digital filters and discrete Fourier transform --
Ch. 8. Pattern classification --
Ch. 9. Statistical pattern classification --
pt. III: Acoustics --
Ch. 10. Wave basics --
Ch. 11. Acoustic tube modeling of speech production --
Ch. 12. Musical instrument acoustics --
Ch. 13. Room acoustics --
pt. IV: Auditory perception --
Ch. 14. Ear physiology --
Ch. 15. Psychoacoustics --
Ch. 16. Models of pitch perception --
Ch. 17. Speech perception --
Ch. 18. Human speech recoginition --
pt. V: Speech features --
Ch. 19. The auditory system as a filter bank --
Ch. 20. The cepstrum as a spectral analyzer --
Ch. 21. Linear prediction --
pt. VI: Automatic speech recognition --
Ch. 22. Feature extraction for ASR --
Ch. 23. Linguistic categories for speech recognition --
Ch. 24. Deterministic sequence recognition for ASR --
Ch. 25. Statistical sequence recognition --
Ch. 26. Statistical model training --
Ch. 27. Discriminant acoustic probability estimation --
Ch. 28. Acoustic model training: further topics --
Ch. 29. Speech recognition and understanding --
pt. VII: Synthesis and coding --
Ch. 30. Speech synthesis --
Ch. 31 Pitch detection --
Ch. 32. Vocoders --
Ch. 33. Low-rate Vocoders --
Ch. 34. Medium rate and high rate vocoders --
Ch. 35. Perceptual audio coding --
pt. VIII: Other applications --
Ch. 36. Some aspects of computer music synthesis --
Ch. 37. Music signal analysis --
Ch. 38 Music retrieval --
Ch. 39. Source separation --
Ch. 40. Speech transformations --
Ch. 41. Speaker verification --
Ch. 42. Speaker diarization.
Responsibility: Ben Gold, Nelson Morgan, Dan Ellis ; with contributions from Hervé Bourlard [and others].
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