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

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

Tobias Herbig , Franz Gerl , Wolfgang Minker
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Jul 28, 2011 · 영어 · 페이퍼백 (186 페이지)
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책 세부 정보

형식 페이퍼백
페이지 186
언어 영어
출판됨 Jul 28, 2011
출판사 Springer
ISBN-10 3642199003
ISBN-13 9783642199004

설명

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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