Speaker comparison with inner product discriminant functions

Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference

Volumn , Issue , 2009, Pages 207-215

  Campbell, W M ^a   Karam, Z N ^a,b   Sturim, D E ^a  

^a MIT LINCOLN LABORATORY   (United States)

^b MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

GAUSSIAN DISTRIBUTION; MATHEMATICAL TRANSFORMATIONS; SPEECH COMMUNICATION; SPEECH RECOGNITION;

'CURRENT; DISCRIMINANT FUNCTIONS; GAUSSIAN MIXTURE MODEL; GEOMETRIC FRAMEWORK; INNER PRODUCT; SPEAKER CLUSTERING; SPEAKER COMPARISONS; SPEAKER IDENTIFICATION; SPEAKER VERIFICATION; SPEECH SIGNALS;

VECTORS;

EID: 84858715169     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. Douglas A. Reynolds, T. F. Quatieri, and R. Dunn, "Speaker verification using adapted Gaussian mixture models," Digital Signal Processing, vol. 10, no. 1-3, pp. 19-41, 2000.
2. W. M. Campbell, D. E. Sturim, D. A. Reynolds, and A. Solomonoff, "SVM based speaker verification using a GMM supervector kernel and NAP variability compensation," in Proc. ICASSP, 2006, pp. I97-I100.
3. C. Longworth and M. J. F. Gales, "Derivative and parametric kernels for speaker verification," in Proc. Interspeech, 2007, pp. 310-313.
4. W. M. Campbell, "Generalized linear discriminant sequence kernels for speaker recognition," in Proc. ICASSP, 2002, pp. 161-164.
5. P. Kenny, P. Ouellet, N. Dehak, V. Gupta, and P. Dumouchel, "A study of inter-speaker variability in speaker verification," IEEE Transactions on Audio, Speech and Language Processing, 2008.
6. Ondrej Glembek, Lukas Burget, Najim Dehak, Niko Brummer, and Patrick Kenny, "Comparison of scoring methods used in speaker recognition with joint factor analysis," in Proc. ICASSP, 2009.
7. Pedro J. Moreno, Purdy P. Ho, and Nuno Vasconcelos, "A Kullback-Leibler divergence based kernel for SVM classification in multimedia applications," in Adv. in Neural Inf. Proc. Systems 16, S. Thrun, L. Saul, and B. Schölkopf, Eds. MIT Press, Cambridge, MA, 2004.
8. Keinosuke Fukunaga, Introduction to Statistical Pattern Recognition, Academic Press, 1990.
9. Simon Lucey and Tsuhan Chen, "Improved speaker verification through probabilistic subspace adaptation," in Proc. Interspeech, 2003, pp. 2021-2024.
10. Robbie Vogt, Brendan Baker, and Sridha Sriharan, "Modelling session variability in text-independent speaker verification," in Proc. Interspeech, 2005, pp. 3117-3120.
11. Mark J. F. Gales, "Cluster adaptive training of hidden markov models," IEEE Trans. Speech and Audio Processing, vol. 8, no. 4, pp. 417-428, 2000.
12. M. A. Przybocki, A. F. Martin, and A. N. Le, "NIST speaker recognition evaluations utilizing the Mixer corpora - 2004, 2005, 2006," IEEE Trans. on Speech, Audio, Lang., vol. 15, no. 7, pp. 1951-1959, 2007.
13. Roland Auckenthaler, Michael Carey, and Harvey Lloyd-Thomas, "Score normalization for text-independent speaker verification systems," Digital Signal Processing, vol. 10, pp. 42-54, 2000.
14. J. Odell, D. Ollason, P. Woodland, S. Young, and J. Jansen, The HTK Book for HTK V2.0, Cambridge University Press, Cambridge, UK, 1995.