Self-Learning Speaker Identification: A System for Enhanced Speech Recognition

Author:   Tobias Herbig ,  Franz Gerl ,  Wolfgang Minker
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Edition:   2011 ed.
ISBN:  

9783642198984


Pages:   172
Publication Date:   18 June 2011
Format:   Hardback
Availability:   Out of print, replaced by POD   Availability explained
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Self-Learning Speaker Identification: A System for Enhanced Speech Recognition


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Overview

Current speech recognition systems are based on speaker independent speech models and suffer from inter-speaker variations in speech signal characteristics. This work develops an integrated approach for speech and speaker recognition in order to gain space for self-learning opportunities of the system. This work introduces a reliable speaker identification which enables the speech recognizer to create robust speaker dependent models In addition, this book gives a new approach to solve the reverse problem, how to improve speech recognition if speakers can be recognized. The speaker identification enables the speaker adaptation to adapt to different speakers which results in an optimal long-term adaptation.

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Author:   Tobias Herbig ,  Franz Gerl ,  Wolfgang Minker
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   2011 ed.
Dimensions:   Width: 15.50cm , Height: 1.20cm , Length: 23.50cm
Weight:   0.970kg
ISBN:  

9783642198984


ISBN 10:   3642198988
Pages:   172
Publication Date:   18 June 2011
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Out of print, replaced by POD   Availability explained
We will order this item for you from a manufatured on demand supplier.

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