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Within-class covariance normalization for SVM-based speaker recognition

A. O. Hatch,S. Kajarekar,A. Stolcke

2006 · DOI: 10.21437/Interspeech.2006-183
Interspeech · 463 Citations

TLDR

A practical procedure for applying WCCN to an SVM-based speaker recognition system where the input feature vectors reside in a high-dimensional space and achieves improvements of up to 22% in EER and 28% in minimum decision cost function (DCF) over the previous baseline.