I. Magrin-chagnolleau et G. Durou, Application of time-frequency principal component analysis to speaker verification, DIGIT SIG P, 10(1-3), 2000, pp. 226-236
This article presents the RIMO/ELISA speaker verification system which has
been used in the 1999 NIST speaker recognition evaluation. This system is b
ased on a new technique for analyzing speech signals called time-frequency
principal component (TFPC) analysis. This technique consists in extracting
principal components from the contextual covariance matrix, which is the co
variance matrix of a sequence of vectors expanded by their temporal context
. The database used for the experiments is a subset of the Switchboard corp
us. (C) 2000 Academic Press.