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Speech and Audio Signal Processing : Processing and Perception of Speech and Music.
Annotation
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Hoboken :
Wiley-Interscience [Imprint], John Wiley & Sons, Incorporated.
2011 ;
|
| Edición: | 2nd ed. |
| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
Tabla de Contenidos:
- Introduction
- 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
- Musical instrument acoustics
- 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
- Acoustic model training : further topics
- Speech recognition and understanding
- Speech synthesis
- Pitch detection
- Vocoders
- Low-rate vocoders
- Medium rate and high rate vocoders
- Perceptual audio coding
- Some aspects of computer music synthesis
- Music signal analysis
- Music retrieval
- Source separation
- Speech transformations
- Speaker verification
- Speaker diarization.