Optimalization of GMM for text independent speaker verification system

Proceedings of the 18th International Conference Radioelektronika 2008

Volumn , Issue , 2008, Pages

  Varchol, Peter ^a   Levický, Dušan ^a   Juhár, Jozef ^a  

^a TECHNICAL UNIVERSITY OF KO ICE   (Slovakia)

Author keywords

Biometric security; Gaussian mixture model; Speaker verification system; Speech processing; Universal background model

Indexed keywords

MAGNETOSTRICTIVE DEVICES;

BIOMETRIC SECURITY; GAUSSIAN MIXTURE MODEL; SPEAKER VERIFICATION SYSTEM; SPEECH PROCESSING; UNIVERSAL BACKGROUND MODEL;

SPEECH RECOGNITION;

EID: 53149147095     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/RADIOELEK.2008.4542690     Document Type: Conference Paper

References (6)

1. KUNG, S. Y., MAK, M. W., LIN, S. H. Biometric Authentication. Published as Prentice Hall Professional Technical Reference. New Jersey: First Printing, September 2004.
2. th International Conference Digital Signal Processing and Multimedia Communications (DSP-MCOM 2005), Košice 2005.
3. PLEVA, M., JUHÁR, J., ČIŽMÁR, A. Slovak broadcast news speech corpus for automatic speech recognition. In: RTT 2007 Research in Telecomunication Technology 2007: 8th International Conference, Žilina - LiptovskýJán September 10-12, 2007. Žilina, ŽU, 2007. 4 p. ISBN 978-80-8070-735-4.
4. VARCHOL, P., LEVICKÝ, D., JUHÁR, J. Biometrics - new trends and approaches in security systems. In: RTT 2005: Research in Telecommunication Technology 2005: 6th international conference, September 12-14, 2005, Czech Republic. Ostrava: VŠB-Technical University of Ostrava, 2005. 6 p. ISBN 80-248-0897-8.
5. BIMBOT, F., BONASTRE, J., FREDOUILLE, C., et al. A Tutorial on Text-Independent Speaker Verification. In EURASIP Journal on Applied Signal Processing, vol. 2004, no. 4, pp. 430-451, 2004.
6. YOUNG, S. The HTK Book (for HTK Version 3.2). First published December 1995, Revised for HTK Version 3.2 December 2002.