Książka Self-Learning Speaker Identification Tobias Herbig

Self-Learning Speaker Identification

A System for Enhanced Speech Recognition

Język: Angielski
Oprawa: Twarda
Dostępność: Dostępna u dostawcy w małych ilościach
Wysyłamy za 13-18 dni
470.91
Current speech recognition systems suffer from variation of voice §characteristics between speakers...

Informacje o książce

Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2011
strony
172
EAN
9783642198984
ISBN
3642198988
Enbook ID
01657619
Waga
970
Wymiary
155 x 235 x 20

Pełny opis

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.

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