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Performance Evaluation of Automatic Speaker Recognition Schemes

Venugopal, D and Sarma, VVS (1977) Performance Evaluation of Automatic Speaker Recognition Schemes. In: 1997 IEEE International Conference on Acoustics, Speech, and Signal Processing. ICASSP'77, May, Vol.2, 780-783.

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Abstract

A mathematical formulation of an automatic speaker verification scheme as a two class pattern recognition problem is presented. Expressions for the expected values and the variance of the design-set and the test set error rates are derived. The bound on the performance of an automatic speaker identification system as a cascade of independent verification systems is derived. The implications of these results in the design of an automatic speaker recognition system are discussed.

Item Type: Conference Paper
Additional Information: Copyright 1977 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Department/Centre: Division of Electrical Sciences > Electrical Communication Engineering
Date Deposited: 30 May 2006
Last Modified: 19 Sep 2010 04:27
URI: http://eprints.iisc.ernet.in/id/eprint/6936

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