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A Text-Independent Speaker Identification System based on The Zak Transform
Abdulnasir Hossen, Said Al-Rawahy
Pages - 68 - 74 | Revised - 30-04-2010 | Published - 10-06-2010
Published in Signal Processing: An International Journal (SPIJ)
MORE INFORMATION
KEYWORDS
Speaker Identification, Zak transform, Speaker Recognition
ABSTRACT
A novel text-independent speaker identification system based on the Zak transform is implemented. The data used in this paper are drawn from the ELSDSR database. The efficiency of identification approaches 91.3% using single test file and 100% using two test files. The method shows comparable efficiency results with the well known MFCC method with an advantage of being faster in both modeling and identification.
1 | Saady, M. R., El-Borey, H., El-Dahshan, E. S. A., & Yahia, A. S. (2014). Stand-Alone Intelligent Voice Recognition System. Journal of Signal and Information Processing, 5(04), 179. |
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Benesty, J., Sondhi, M. M., and Huang, Y.: "Springer handbook of speech processing", Springer, 2007. | |
Boelcskei, H., and Hlawatsch, F.: "Discrete Zak transforms, polyphase transforms, and applications", IEEE Transaction on Signal Processing, Vol. 45(4), 851--866, April 1997. | |
Campbell, J. P.: "Speaker recognition: A tutorial", Proceedings of the IEEE, Vol.85(9), 1437-1462, 1997. | |
Czajka, A., and Pacut, A.: "Zak's transform for automatic identity verification", 4th International Conference on Recent Advances in soft computing RASC2002, Nottingham, United Kingdom, 374-379, December 2002. | |
Daugman, J.: "Wavelet demodulation codes, statistical independence, and pattern recognition", Institute of Mathematics and its Applications, Proc. 2nd IMA-IP, 244-260, London, Horwood, 2000. | |
Debnath, L.: "Wavelet transforms and their applications", Springer Verlag, 2001. | |
Deller, J.R., Hansen, J.H.L., Proakis, “Discrete-Time Processing of Speech Signals”, IEEE Press, New York, NY, 2000. | |
ELSDSR database for speaker recognition, 2004, http://www.imm.dtu.dk/~lf/eLSDSR.htm | |
Janssen, A.: "The Zak transform: A signal transform for sampled time-continuous signals", Phillips J. Res., 43, 23--69, 1988. | |
Karpov, E.: "Real-time speaker identification", Master Thesis, Department of Computer Science, University of Joensuu, 2003. | |
Keshet, J., and Bengio, S.: "Automatic speech and speaker recognition: Large margin and kernel methods", John Wiley, 2009. | |
Naik, J. M.: "Speaker verification: A tutorial", IEEE Communications Magazine, 42-48, January 1990. | |
Quatieri, T. F.: "Discrete-time speech signal processing: Principles and practice", Prentice Hall, 2002. | |
Associate Professor Abdulnasir Hossen
Sultan qaboos University - Oman
abhossen@squ.edu.om
Mr. Said Al-Rawahy
- Oman
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