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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...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , , |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2011.
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| Edición: | 1st ed. 2011. |
| Colección: | Signals and Communication Technology,
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| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
| LEADER | 00000nam a22000005i 4500 | ||
|---|---|---|---|
| 001 | 978-3-642-19899-1 | ||
| 003 | DE-He213 | ||
| 005 | 20220118145751.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 110713s2011 gw | s |||| 0|eng d | ||
| 020 | |a 9783642198991 |9 978-3-642-19899-1 | ||
| 024 | 7 | |a 10.1007/978-3-642-19899-1 |2 doi | |
| 050 | 4 | |a TK5102.9 | |
| 072 | 7 | |a TJF |2 bicssc | |
| 072 | 7 | |a UYS |2 bicssc | |
| 072 | 7 | |a TEC008000 |2 bisacsh | |
| 072 | 7 | |a TJF |2 thema | |
| 072 | 7 | |a UYS |2 thema | |
| 082 | 0 | 4 | |a 621.382 |2 23 |
| 100 | 1 | |a Herbig, Tobias. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Self-Learning Speaker Identification |h [electronic resource] : |b A System for Enhanced Speech Recognition / |c by Tobias Herbig, Franz Gerl, Wolfgang Minker. |
| 250 | |a 1st ed. 2011. | ||
| 264 | 1 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg : |b Imprint: Springer, |c 2011. | |
| 300 | |a XII, 172 p. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |b PDF |2 rda | ||
| 490 | 1 | |a Signals and Communication Technology, |x 1860-4870 | |
| 505 | 0 | |a Introduction -- State of the Art -- Fundamentals -- Speech Production -- Front-End -- Speaker Change -- Speaker Identification.-Speaker Adaptation. | |
| 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. | ||
| 650 | 0 | |a Signal processing. | |
| 650 | 0 | |a Biometric identification. | |
| 650 | 0 | |a Telecommunication. | |
| 650 | 0 | |a User interfaces (Computer systems). | |
| 650 | 0 | |a Human-computer interaction. | |
| 650 | 1 | 4 | |a Signal, Speech and Image Processing . |
| 650 | 2 | 4 | |a Biometrics. |
| 650 | 2 | 4 | |a Communications Engineering, Networks. |
| 650 | 2 | 4 | |a User Interfaces and Human Computer Interaction. |
| 700 | 1 | |a Gerl, Franz. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 700 | 1 | |a Minker, Wolfgang. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783642268809 |
| 776 | 0 | 8 | |i Printed edition: |z 9783642198984 |
| 776 | 0 | 8 | |i Printed edition: |z 9783642199004 |
| 830 | 0 | |a Signals and Communication Technology, |x 1860-4870 | |
| 856 | 4 | 0 | |u https://doi.uam.elogim.com/10.1007/978-3-642-19899-1 |z Texto Completo |
| 912 | |a ZDB-2-ENG | ||
| 912 | |a ZDB-2-SXE | ||
| 950 | |a Engineering (SpringerNature-11647) | ||
| 950 | |a Engineering (R0) (SpringerNature-43712) | ||