Advances in non-linear modeling for speech processing
Advances in Non-Linear Modeling for Speech Processing includes advanced topics in non-linear estimation and modeling techniques along with their applications to speaker recognition. Non-linear aeroacoustic modeling approach is used to estimate the important fine-structure speech events, which are no...
Salvato in:
| Autori principali: | , |
|---|---|
| Natura: | Livre numérique |
| Lingua: | Anglais |
| Pubblicazione: |
New York, NY :
Springer New York
2012.
Cham : Springer Nature |
| Serie: | SpringerBriefs in Speech Technology, Studies in Speech Signal Processing, Natural Language Understanding, and Machine Learning
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| Accesso online: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Nota: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Advances in Non-Linear Modeling for Speech Processing, Texte imprimé, 9781461415046 • Advances in Non-Linear Modeling for Speech Processing, Texte imprimé, 9781461415060 |
Sommario:
- From the Contents: Speech production mechanism
- Linear speech production model
- Nonlinearity in speech production
- Nonlinear dynamic system model
- Speech perception mechanism
- Summary
- Autoregressive models
- Linear autoregressive model
- Nonlinear autoregressive model
- Nonlinear measurement and modeling using Teager energy operator
- Teager energy operator (TEO)
- Vocal tract aeroacoustic flow
- Energy measurement
- Energy separation
- Noise suppression using TEO.