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Performance evaluation of automatic speaker recognition schemes

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2 Author(s)
Venugopal, D. ; Indian Institute of Science, Bangalore ; Sarma, V.

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.

Published in:

Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '77.  (Volume:2 )

Date of Conference:

May 1977