Speaker adaptation in speech recognition using linear regression techniques

Cox, Stephen J. (1992) Speaker adaptation in speech recognition using linear regression techniques. IEE Electronics Letters, 28 (22). pp. 2093-2094. ISSN 0013-5194

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Abstract

A new technique of speaker adaptation for use in speaker-independent speech recognition systems is presented. The training data is used to build models (based on linear regression) of sounds. At recognition time, the models are used together with an incomplete set of sounds from a new speaker to estimate values for unheard sounds, which are used to adapt the speaker-independent models.

Item Type: Article
Faculty \ School: Faculty of Science > School of Computing Sciences
Depositing User: EPrints Services
Date Deposited: 01 Oct 2010 13:41
Last Modified: 15 Dec 2022 02:09
URI: https://ueaeprints.uea.ac.uk/id/eprint/2964
DOI: 10.1049/el:19921342

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