Self-learning speaker identification : a system for enhanced speech recognition
Current speech recognition systems suffer from variation of voice characteristics between speakers as they are usually based on speaker independent speech models. In order to resolve this issue, adaptation methods have been developed in many state-of-the-art systems. However, information acquired ov...
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| Główni autorzy: | , |
|---|---|
| Format: | Livre numérique |
| Język: | Anglais |
| Wydane: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
2011.
Cham : Springer Nature |
| Seria: | Signals and Communication Technology
|
| Dostęp online: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Komentarz: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Self-Learning Speaker Identification, Texte imprimé, 9783642198984 • Self-Learning Speaker Identification, Texte imprimé, 9783642199004 • Self-Learning Speaker Identification, Texte imprimé, 9783642268809 |
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| 008 | 111115s2011 xx ||| |||| 00| 0 eng d | ||
| 009 | PPN156313782 | ||
| 020 | |a 9783642198991 | ||
| 041 | 0 | |a eng | |
| 082 | |a 621.382 | ||
| 100 | 1 | |a Herbig, Tobias, |d 19..- | |
| 245 | 1 | 0 | |a Self-learning speaker identification : |b a system for enhanced speech recognition |c by Tobias Herbig, Franz Gerl, Wolfgang Minker. |
| 260 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg. | ||
| 260 | |a Cham : |b Springer Nature, |c 2011. | ||
| 490 | 0 | |a Signals and Communication Technology |x 1860-4870 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 0 | |a Introduction -- State of the Art -- Fundamentals -- Speech Production -- Front-End -- Speaker Change -- Speaker Identification.-Speaker Adaptation. | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. chttps://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a Current speech recognition systems suffer from variation of voice characteristics between speakers as they are usually based on speaker independent speech models. In order to resolve this issue, adaptation methods have been developed in many state-of-the-art systems. However, information acquired over time is still lost whenever another speaker intermittently uses the recognition system. This work therefore develops an integrated approach for speech and speaker recognition in order to improve the self-learning opportunities of the system. A speaker adaptation scheme is introduced. It is suited for fast short-term and detailed long-term adaptation. These adaptation profiles are then used for an efficient speaker recognition system. The speaker identification enables the speaker adaptation to track different speakers which results in an optimal long-term adaptation. | ||
| 700 | 1 | |a Minker, Wolfgang, |d 1967- |4 aut | |
| 776 | 0 | |t Self-Learning Speaker Identification |b Texte imprimé |z 9783642198984 | |
| 776 | 0 | |t Self-Learning Speaker Identification |b Texte imprimé |z 9783642199004 | |
| 776 | 0 | |t Self-Learning Speaker Identification |b Texte imprimé |z 9783642268809 | |
| 856 | 4 | |q PDF |u https://doi.org/10.1007/978-3-642-19899-1 |z Accès sur la plateforme de l'éditeur | |
| 856 | 4 | |u https://revue-sommaire.istex.fr/ark:/67375/8Q1-37BR2K8Z-3 |z Accès sur la plateforme Istex | |
| 856 | 4 | |5 452349901:750612347 |u https://ezproxy.univ-orleans.fr/login?url=https://doi.org/10.1007/978-3-642-19899-1 |z Accès Université d'Orléans | |
| 856 | 4 | |5 180339901:753971380 |u https://ezproxy.insa-cvl.fr/login?qurl=https://doi.org/10.1007/978-3-642-19899-1 |z Accès INSA CVL | |
| 997 | |0 973459 |1 Livre numérique |a Ressource numérique |b INSA |b ENSA |c 0/Bibliothèque numérique/ |c 1/Bibliothèque numérique/Autre ressource numérique/ | ||