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| A Text-Independent Speaker Identification System based on The Zak Transform
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Full
text: |
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Source |
Signal Processing: An International Journal (SPIJ) |
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Table of Contents |
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Download
Complete Issue PDF(1.87MB) |
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Volume: 4 Issue: 2 |
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Pages: 68-137 |
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Publication
Date: May 2010 |
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ISSN
(Online): 1985-2339 |
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Pages |
68 - 74 |
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Author(s) |
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Published
Date |
10-06-2010 |
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Publisher |
CSC
Journals, Kuala Lumpur,
Malaysia |
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ADDITIONAL
INFORMATION |
| Keywords Abstract References Cited by Related Articles Collaborative
Colleague |
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KEYWORDS: Speaker Identification, Zak transform, Speaker Recognition |
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| 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. |
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| 1 |
Naik, J. M.: "Speaker verification: A tutorial", IEEE Communications Magazine, 42-48, January 1990.
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| 2 |
Campbell, J. P.: "Speaker recognition: A tutorial", Proceedings of the IEEE, Vol.85(9), 1437-1462, 1997.
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Quatieri, T. F.: "Discrete-time speech signal processing: Principles and practice", Prentice Hall, 2002.
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Benesty, J., Sondhi, M. M., and Huang, Y.: "Springer handbook of speech processing", Springer, 2007.
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Keshet, J., and Bengio, S.: "Automatic speech and speaker recognition: Large margin and kernel methods", John Wiley, 2009.
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Karpov, E.: "Real-time speaker identification", Master Thesis, Department of Computer Science, University of Joensuu, 2003.
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Deller, J.R., Hansen, J.H.L., Proakis, “Discrete-Time Processing of Speech Signals”, IEEE Press, New York, NY, 2000.
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Debnath, L.: "Wavelet transforms and their applications", Springer Verlag, 2001.
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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.
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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.
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Boelcskei, H., and Hlawatsch, F.: "Discrete Zak transforms, polyphase transforms, and applications", IEEE Transaction on Signal Processing, Vol. 45(4), 851--866, April 1997.
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Janssen, A.: "The Zak transform: A signal transform for sampled time-continuous signals", Phillips J. Res., 43, 23--69, 1988.
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ELSDSR database for speaker recognition, 2004, http://www.imm.dtu.dk/~lf/eLSDSR.htm
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| Abdulnasir Hossen : Colleagues
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| Said Al-Rawahy : Colleagues
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