Self-Learning Speaker Identification

Name: Self-Learning Speaker Identification
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783642198984
Price: 583.6 RON
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A System for Enhanced Speech Recognition

Autor: Tobias Herbig, Franz Gerl, Wolfgang Minker

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Legare: Copertă tare

Editura: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

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Current speech recognition systems suffer from variation of voice §characteristics between speakers...

Informații despre carte

Autor

Tobias Herbig, Franz Gerl, Wolfgang Minker

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2011

Pagini

172

EAN

9783642198984

ISBN

3642198988

Enbook ID

01657619

Editura

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Greutate

970

Dimensiuni

155 x 235 x 20

Descriere completă

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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Self-Learning Speaker Identification

A System for Enhanced Speech Recognition

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