Stochastic Feature Transformation with Divergence-Based Out-of-Handset Rejection for Robust Speaker Verification

The performance of telephone-based speaker verification systems can be severely degraded by linear and nonlinear acoustic distortion caused by telephone handsets. This paper proposes to combine a handset selector with stochastic feature transformation to reduce the distortion. Specifically, a Gaussi...

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Bibliographic Details
Main Authors: Man-Wai Mak, Sun-Yuan Kung, Chi-Leung Tsang
Format: Article
Language:English
Published: SpringerOpen 2004-04-01
Series:EURASIP Journal on Advances in Signal Processing
Subjects:
Online Access:http://dx.doi.org/10.1155/S1110865704308048