Title :
Automatic, Text-Independent, Speaker Identification and Verification System Using Mel Cepstrum and GMM
Author :
Marashli, Ahmad Al ; Dakkak, Oumayma Al
Author_Institution :
Dept. of Commun., HIAST, Damascus
Abstract :
Our aim is to build a reliable speaker identification and verification system, independent of text, and working in a quasi real time. Such a system can be used for authentication purposes in the Access Systems, or in multimedia applications for the separation of utterances of various speakers.
Keywords :
Gaussian processes; cepstral analysis; speaker recognition; Gaussian mixture model; access system; mel cepstrum; multimedia application; speaker identification; speaker verification system; Cepstral analysis; Cepstrum; Equations; Feature extraction; Finite impulse response filter; Mel frequency cepstral coefficient; Signal processing; Speaker recognition; Speech analysis; Speech processing; Gaussian Mixture Model (GMM); Mel Cepstrum; speaker identification; speaker verification;
Conference_Titel :
Information and Communication Technologies: From Theory to Applications, 2008. ICTTA 2008. 3rd International Conference on
Conference_Location :
Damascus
Print_ISBN :
978-1-4244-1751-3
Electronic_ISBN :
978-1-4244-1752-0
DOI :
10.1109/ICTTA.2008.4530023
