PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Speaker Recognition in Two Wire Test Sessions
Hagai Aronowitz and Yosef Solewicz
Interspeech pp. 1-4, 2008.

Abstract

This paper deals with the task of speaker recognition in fourwire training and two-wire testing conditions. Instead of performing blind speaker diarization before the recognition stage, we directly perform the recognition on the nonsegmented (or imperfectly diarized) speech. We present an analysis of the problem with respect to three different speaker recognition systems and propose improved recognition techniques both in the frame domain and in the model domain. The proposed techniques reduce error rate significantly. Furthermore, the developed techniques may be also beneficial in conjunction with an imperfect blind diarization stage.

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EPrint Type:Article
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Speech
ID Code:4680
Deposited By:Yosef Solewicz
Deposited On:24 March 2009