Abstract: Time-domain basis functions are obtained through nonparametric independent component analysis first,whicn exhibit the main characteristics of the specific speaker. Speech signals then can be represented by the superposition of the basis functions. Every s

Key words: Nonparametric component analysis, Time-domain basis functions, Coefficient vectors, Information