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Speech & natural language publications April 1, 2009

The SRI NIST 2008 Speaker Recognition Evaluation System

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Kajarekar, S. S., Scheffer, N., Graciarena, M., Shriberg, E., Stolcke, A., Ferrer, L., & Bocklet, T. (2009, April). The SRI NIST 2008 speaker recognition evaluation system. In 2009 IEEE International Conference on Acoustics, Speech and Signal Processing (pp. 4205-4208). IEEE.

Abstract

The SRI speaker recognition system for the 2008 NIST speaker recognition evaluation (SRE) incorporates a variety of models and features, both cepstral and stylistic. We highlight the improvements made to specific subsystems and analyze the performance of various subsystem combinations in different data conditions. We show the importance of language and nativeness conditioning, as well as the role of ASR for speaker verification.

Index Terms— speaker recognition, prosody, speech recognition

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