Speech and audio signal processing
B. (Massachusetts Institute of Technology Gold, Nick Morgan
556 pages, parution le 27/08/1999
Résumé
This text provides readers with a comprehensive coverage of
speech and audio signal processing available. These topics
include everything from the basic foundation material on
digital signal processing, pattern recognition, acoustics,
and hearing, to material of historical significance.
Summary of contents
- Synthetic audio: a brief history
- speech analysis and synthesis overview
- brief history of automatic speech recognition
- speech recognition overview
- digital signal processing
- digital filters and discrete Fourier transform
- pattern classification
- statistical pattern classification
- wave basics
- acoustic tube modeling of speech production
- music production
- room acoustics
- ear physiology
- psychoacoustics
- models of pitch perception
- speech perception
- human speech recognition
- the auditory system as a filter bank
- the cepstrum as a spectral analyzer
- linear prediction
- 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
- speech synthesis
- pitch detection
- vocoders
- low rate vocoders
- medium rate and high rate vocoders
- speech transformations
- some aspects of computer music synthesis
- speaker verification
L'auteur - Nick Morgan
Nick Morgan is former editor of the Harvard Management Communication Letter and founder of Public Words, a communications coaching company.
Caractéristiques techniques
| PAPIER | |
| Éditeur(s) | Wiley |
| Auteur(s) | B. (Massachusetts Institute of Technology Gold, Nick Morgan |
| Parution | 27/08/1999 |
| Nb. de pages | 556 |
| Format | 229 x 152 |
| EAN13 | 9780471351542 |
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