The influences of distances measures for speaker identification

This paper is a study which compare statistical features of long term text-independent speaker identification .We compare by statistical methods four distances: the City block, Euclidean, Weighted Euclidean and Mahalanobis distance measures. Experiments confirm our assumption that Weighted Euclidean distance performs better then the other three distances.