Self-Learning Speaker Identification

Name: Self-Learning Speaker Identification
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783642198984
Price: 116.18 EUR
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A System for Enhanced Speech Recognition

Автор: Tobias Herbig, Franz Gerl, Wolfgang Minker

Език:

Корици: С твърди корици

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

Наличност: Външен склад в ограничено количество

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

Информация за книгата

Автор

Tobias Herbig, Franz Gerl, Wolfgang Minker

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2011

страници

172

EAN

9783642198984

ISBN

3642198988

Enbook ID

01657619

Издател

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Теглоt

970

Размери

155 x 235 x 20

Пълно описание

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

Информация за книгата

Пълно описание

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Клиенти, които купиха тази книга, купиха също