Use of novel feature extraction technique with subspace classifiers for speech recognition

2007 IEEE International Conference on Pervasive Services, ICPS

Volumn , Issue , 2007, Pages 80-83

  Gunal, Serkan ^a   Edizkan, Rifat ^b  

^a ANADOLU UNIVERSITY   (Turkey)

^b ESKISEHIR OSMANGAZI UNIVERSITY   (Turkey)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); CLASSIFIERS; COMPUTER VISION; DATABASE SYSTEMS; LEARNING SYSTEMS; PATTERN RECOGNITION; PATTERN RECOGNITION SYSTEMS; SPEECH; SPEECH ANALYSIS; SPEECH RECOGNITION; UBIQUITOUS COMPUTING; VECTORS;

COMMON VECTOR APPROACH; EXTRACTION METHODS; EXTRACTION TECHNIQUES; FEATURE VECTORS; HUMAN INTERACTIONS; INFORMATION COMPRESSION; INTERNATIONAL CONFERENCES; ISOLATED WORD RECOGNITION; LINEAR SUBSPACES; PERVASIVE SERVICES; RECOGNITION RATES; RESEARCH AREAS; SPEECH DATA; TI-DIGIT DATABASE;

FEATURE EXTRACTION;

EID: 52249108912     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PERSER.2007.4283894     Document Type: Conference Paper

References (12)

1. L. Rabiner, BH Juang, Fundamentals of Speech Recognition, Prentice Hall, 1993.
2. S. Mallat, A Wavelet Tour of Signal Processing, Academic Press, 2001.
3. E. Oja, Subspace Methods of Pattern Recognition, Research Studies Press, 1983.
4. S.B. Davis, P. Mermelstein, "Comparison of parametric representations for monosyllabic word recognition in continuously spoken sentences", IEEE Trans. on Acoustic, Speech and Signal Processing, vol. 28, pp.357-366, 1980.
5. O. Farooq and S. Datta, "Mel filter-like admissible wavelet packet structure for speech recognition", IEEE Signal Processing Letters, vol. 8, pp. 196-198, 2001.
6. S. Gunal, R. Edizkan, "Wavelet based discriminative feature extraction for speech recognition", The Proc. of International Conference on Modeling and Simulation, Konya, Turkiye, pp. 621-624, 2006.
7. S. Watanabe, P. F. Lambert, C. A. Kulikowski, J. L. Buxton, R. Walker, "Evaluation and selection of variables in pattern recognition", In J. Tou (Ed.), Computer and Information Sciences II. New York: Academic Press, 1967.
8. T. Iijima, H. Genchi, K. Mori, "A theory of character recognition by pattern matching method", The Proc. of the 1st International Joint Conference on Pattern Recognition, Washington, DC, pp. 50-56, 1973.
9. M. B. Gülmezoǧlu, V. Dzhafarov, M. Keskin, A. Barkana, "A novel approach to isolated word recognition", IEEE Trans. on Speech and Audio Processing, vol. 7 (6), pp. 620-628, 1999.
10. M. B. Gülmezoǧlu, V. Dzhafarov, A. Barkana, "The common vector approach and its relation to the principal component analysis", IEEE Trans. on Speech and Audio Processing, vol. 9 (6), pp. 655-662, 2001.
11. S. Gunal, S. Ergin., M. B. Gülmezoǧlu, Ö. N. Gerek, "On feature extraction for spam e-mail detection", LNCS, vol. 4105, pp. 635-642, 2006.
12. M. B. Gülmezoǧlu, V. Dzhafarov, R. Edizkan, A. Barkana, "The common vector approach and its comparison with other subspace methods in case of sufficient data", Computer Speech and Language, vol. 21(2), pp.266-281, 2007.