Speaker recognition using kernel-PCA and intersession variability modeling

International Speech Communication Association - 8th Annual Conference of the International Speech Communication Association, Interspeech 2007

Volumn 1, Issue , 2007, Pages 129-132

  Aronowitz, Hagai ^a  

^a IBM T J WATSON RESEARCH CENTER   (United States)

Author keywords

Intersession variability modeling; Kernel PCA; Speaker recognition; Speaker variability modeling

Indexed keywords

CHARACTER RECOGNITION; SPEECH RECOGNITION;

DIRECT SUM; INTERSESSION VARIABILITY; INTERSESSION VARIABILITY MODELING; KERNEL PCA; SPEAKER RECOGNITION; SPEAKER VARIABILITY; SPEAKER VARIABILITY MODELING; TEXT INDEPENDENTS; VARIABILITY MODELING;

GAUSSIAN DISTRIBUTION;

EID: 56149085607     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. D. E. Sturim, D. A. Reynolds, E. Singer and J. P. Campbell, "Speaker indexing in large audio databases using anchor models," in Proc. ICASSP, 2001.
2. M. Collet, Y. Mami, D. Charlet and F. Bimbot, "Probabilistic anchor models approach for speaker verification," in Proc. Interspeech, 2005, pp. 2005-2008.
3. B. Scholkopf and A. Smola. Learning with Kernels. MIT Press, Cambridge, MA, 2002.
4. H. Aronowitz, D. Irony, D. Burshtein, "Modeling intraspeaker variability for speaker recognition," in Proc. Interspeech, 2005.
5. E. Noor and H. Aronowitz, "Efficient language identification using anchor models and support vector machines," in Proc. ISCA Odyssey Workshop, 2006.
6. S.S. Kajarekar, "Four Weightings and a Fusion: A Cepsral-SVM System for Speaker Recognition," in Proc. of ASRU, 2005.
7. A.O. Hatch, S. Kajarekar, and A. Stolcke, "Within-class Covariance Normalization for SVM-based Speaker Recognition," in Proc. of Interspeech, 2006.
8. R. Vogt and S. Sridharan, "Experiments in session variability modeling for speaker verification," in Proc. ICASSP, 2006.
9. P. Kenny, G. Boulianne, P. Ouellet, and P. Dumouchel, "Joint factor analysis versus eigenchannels in speaker recognition," to appear in IEEE Trans. Audio Speech and Language Processing.
10. W. M. Campbell, D. E. Sturim, D. A. Reynolds, A. Solomonoff, "SVM based speaker verification using a GMM supervector kernel and NAP variability compensation," in Proc. ICASSP, 2006, pp. 97-100.
11. D. A. Reynolds, T. F. Quatieri and R. B. Dunn, "Speaker verification using adapted Gaussian mixture models," Digital Signal Processing, Vol. 10, No. 1-3, pp. 19-41, 2000.
12. J. Pelecanos and S. Sridharan, "Feature warping for robust speaker verification," in Proc. ISCA Odyssey Workshop, 2001, pp. 213-218.
13. W. M. Campbell, J. P. Campbell, D. A. Reynolds, D. A. Jones, and T. R Leek, "High-level speaker verification with support vector machines," in Proc. ICASSP, 2004.
14. The NIST Year 2004 Speaker Recognition Evaluation Plan, http://www.ist.gov/speech/tests/spk/2004/.