Title :
Malay speaker recognition system based on discrete HMM
Author :
Ariff, A.K. ; Alwi, M. ; Salleh, Sh-Hussain
Author_Institution :
Centre for Biomedical Engineering, Faculty of Electrical Engineering, Universiti Teknologi Malaysia, 81310 Skudai, Johor
Abstract :
This paper presents the design and implementation of Malay speaker recognition system using discrete hidden Markov model (HMM) as the classifier. A series of speaker recognition experiments was performed using 99 speakers (13 clients and 86 imposters) recording database consisting of isolated digit utterances. For a seven digit long sequence, 0.96% EER was achieved.
Keywords :
Absorption; Biomedical engineering; Databases; Electronic mail; Hidden Markov models; Maximum likelihood estimation; Speaker recognition; Speech; Training data; Turning;
Conference_Titel :
Computers, Communications, & Signal Processing with Special Track on Biomedical Engineering, 2005. CCSP 2005. 1st International Conference on
Conference_Location :
Kuala Lumpur, Malaysia
Print_ISBN :
978-1-4244-0011-9
Electronic_ISBN :
978-1-4244-0012-6
DOI :
10.1109/CCSP.2005.4977209
