Within-class covariance normalization for SVM-based speaker recognition
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.
