Tobias Herbig

(Author)

Self-Learning Speaker Identification: A System for Enhanced Speech Recognition (2011)Hardcover - 2011, 18 June 2011

Self-Learning Speaker Identification: A System for Enhanced Speech Recognition (2011)
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Part of Series
Signals and Communication Technology
Part of Series
Signals and Communication Technology Signals and Communicati
Part of Series
Signals and Communication Technology (Hardcover)
Print Length
172 pages
Language
English
Publisher
Springer
Date Published
18 Jun 2011
ISBN-10
3642198988
ISBN-13
9783642198984

Description

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.

Product Details

Authors:
Tobias HerbigFranz GerlWolfgang Minker
Book Edition:
2011
Book Format:
Hardcover
Country of Origin:
NL
Date Published:
18 June 2011
Dimensions:
23.39 x 15.6 x 1.27 cm
Genre:
Science/Technology Aspects
ISBN-10:
3642198988
ISBN-13:
9783642198984
Language:
English
Location:
Berlin, Heidelberg
Pages:
172
Publisher:
Weight:
439.98 gm

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