Title :
Wavelet-based speaker identification
Author :
Bovbel, E.I. ; Kheidorov, I.E. ; Chaikou, Y.A.
Author_Institution :
Dept. of Radiophys., Byelorussian State Univ., Minsk, Belarus
Abstract :
We propose a new way of speaker identification based on wavelets and hidden Markov models. We introduce multi-stream hidden Markov model and show the results of speaker identification experiment.
Keywords :
hidden Markov models; speaker recognition; speech processing; wavelet transforms; HMM; automatic speaker recognition; hidden Markov models; multi-stream hidden Markov model; multiresolution wavelet transform; speech processing; wavelet coefficients; wavelet-based speaker identification; Continuous wavelet transforms; Discrete wavelet transforms; Filters; Frequency conversion; Hidden Markov models; Signal analysis; Signal processing; Speech; Wavelet analysis; Wavelet coefficients;
Conference_Titel :
Digital Signal Processing, 2002. DSP 2002. 2002 14th International Conference on
Print_ISBN :
0-7803-7503-3
DOI :
10.1109/ICDSP.2002.1028260
