2D CLAFIC subspace technique in probabilistic speaker verification

2007 IEEE Workshop on Automatic Identification Advanced Technologies - Proceedings

Volumn , Issue , 2007, Pages 204-208

  Chong, L Y ^a   Teoh, Andrew B J ^a   Khor, S E ^a  

^a MULTIMEDIA UNIVERSITY   (Malaysia)

Author keywords

Gansions mixture model; Probabilistic 2D CLAFIC; Speaker verification

Indexed keywords

AUDIO ACOUSTICS; ERROR ANALYSIS; FEATURE EXTRACTION; GAUSSIAN DISTRIBUTION; MATHEMATICAL MODELS; SPECTRUM ANALYSIS;

FEATURE DIMENSION REDUCTION; GANSIONS MIXTURE MODELS; SPEAKER VERIFICATION; SPEECH MATRIX;

SPEECH RECOGNITION;

EID: 34748926052     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AUTOID.2007.380620     Document Type: Conference Paper

References (9)

1. S. Watanabe, and N. Pakvasa, "Subspace methods of pattern recognition," Proceedings of the 1st International Conference on Pattern Recognition, pp. 25-32, 1973.
2. Y. Ariki, and N. Ishikawa, "Integration of face and speaker recognition by subspace method," Proceedings of ICPR96, pp. 456-460, 1996.
3. M. B. Gülmezoǧlu, V. Dzhafarov, M. Keskin, and A. Barkana, "A novel approach to isolated word recognition," IEEE Transactions on Speech and Audio Processing, vol. 7, pp. 620-628, 1999.
4. M. A. El-Gamal, M.F. Abu El-Yazeed, and M.M.H. El Ayadi, "Dimensionality reduction for text-independent speaker identification using Gaussian Mixture Model," Proceedings of the 46th IEEE International Midwest Symposium on Circuits and Systems, vol. 2, pp. 625-628, 2003.
5. P. Ding, and L. Zhang, "Speaker recognition using Principal Component Analysis," 8th International Conference on Neural Information Processing, ICONIP, 2001.
6. W. Fang, Y. Yang, Z. Wu, and L. Sang, "Experimental evaluation of a new speaker identification framework using PCA," IEEE International Conference on Systems, Man and Cybernetics, vol. 5, pp. 4147-4152, 2003.
7. J. Laaksonen, and E. Oja, "Subspace dimension selection and averaged learning subspace method in handwritten digit classification," Proceedings of ICANN96, pp. 227-232, 1996.
8. D. A. Reynolds, "Speaker verification using Adapted Gaussian Mixture Models," Digital Signal Processing, vol. 10, pp. 19-41, 2000.
9. A. Higgins, "YOHO speaker verification," Speech Research Symposium, 1990.