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Speech and Audio Signal Processing: Processing and Perception of Speech and Music
Speech and Audio Signal Processing: Processing and Perception of Speech and Music
Ben Gold, Massachusetts Institute of Technology, Lincoln Laboratory
Nelson Morgan, Univ. of California at Berkeley, International Computer Science Institute
ISBN: 978-0-471-35154-2
©2000
560 pages
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Description  |  Table of Contents  |  Detailed Contents  |  Hallmark Features  |  Supplements
Table of Contents
  1. Introduction
  2. Synthetic Audio: A Brief History
  3. Speech Analysis and Synthesis Overview
  4. Brief History of Automatic Speech Recognition
  5. Speech Recognition Overview
  6. Digital Signal Processing
  7. Digital Filters and Discrete Fourier Transform
  8. Pattern Classification
  9. Statistical Pattern Classification
  10. Wave Basics
  11. Acoustic Tube Modeling of Speech Production
  12. Music Production
  13. Room Acoustics
  14. Ear Physiology
  15. Psychoacoustics
  16. Models of Pitch Perception
  17. Speech Perception
  18. Human Speech Recognition
  19. The Auditory System as a Filter Bank
  20. The Cepstrum as a Spectral Analyzer
  21. Linear Prediction
  22. Feature Extraction for ASR
  23. Linguistic Categories for Speech Recognition
  24. Deterministic Sequence Recognition for ASR
  25. Statistical Sequence Recognition
  26. Statistical Model Training
  27. Discriminant Acoustic Probability Estimation
  28. Speech Recognition and Understanding
  29. Speech Synthesis
  30. Pitch Detection
  31. Vocoders
  32. Low Rate Vocoders
  33. Medium Rate and High Rate Vocoders
  34. Speech Transformations
  35. Some Aspects of Computer Music Synthesis
  36. Speaker Verification
    37.  

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