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Boosting speaker identification performance using a frame level based algorithm

Published • Feb 1, 2015
Authors:
Rafik Djemili
,
Mohamed Cherif Amara Korba
,
Hocine Bourouba

Abstract

In this paper, we propose an algorithm to improve the performance of speaker identification systems. A baseline speaker identification system uses a scoring of a test utterance against all speakers' models; this could be termed as an evaluation at the observation level. In the proposed approach, and...

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