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

Abstract

Chapter 1. Introduction -- Chapter 2. Synthetic audio: a brief history -- Chapter 3. Speech analysis and synthesis overview -- Chapter 4. Brief history of automatic speech recognition -- Chapter 5. Speech-recognition overview -- Chapter 6. Digital signal processing -- Chapter 7. Digital filtersand discrete fourier transform -- Chapter 8. Pattern classification -- Chapter 9. Statistical pattern classification -- Chapter 10. Wave basics -- Chapter 11. Acoustic tube modeling of speech production -- Chapter 12. Musical instrument acoustics -- Chapter 13. Room acoustics -- Chapter 14. Ear physiology -- Chapter 15. Psychoacoustics -- Chapter 16. Models of pitch perception -- Chapter 17. Speech perception -- Chapter 18. Human speech recognition -- Chapter 19. The auditory system as a filter bank -- Chapter 20. The cepstrum as a spectral analyzer -- Chapter 21. Linear prediction -- Chapter 22. Feature extraction for ASR -- Chapter 23. Linguistic categories for speech recognition -- Chapter 24. Deterministic sequence recognition for ASR -- Chapter 25. Statistical sequence recognition -- Chapter 26. Statistical model training -- Chapter 27. Discriminant acoustic probability estimation -- Chapter 28. Acoustic model training: further topics -- Chapter 29. Speech recognition and understanding -- Chapter 30. Speech synthesis -- Chapter 31. Pitch detection -- Chapter 32. Vocoders -- Chapter 33. Low-rate vocoders -- Chapter 34. Medium-rate and high-rate vocoders -- Chapter 35. Perceptual audio coding -- Chapter 36. Some aspects of computer music synthesis -- Chapter 37. Music signal analysis -- Chapter 38. Music retrieval -- Chapter 39. Source separation -- Chapter 40. Speech transformations -- Chapter 41. Speaker verification -- Chapter 42. Speaker diarization