Enhancing GMM scores using SVM hints

EUROSPEECH 2001 - SCANDINAVIA - 7th European Conference on Speech Communication and Technology

Volumn , Issue , 2001, Pages 1757-1760

  Fine, Shai ^a   Navrátil, Jiři ^a   Gopinath, Ramesh A ^a  

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

Author keywords

[No Author keywords available]

Indexed keywords

SPEECH COMMUNICATION; SPEECH RECOGNITION;

CLASSIFICATION SCHEME; COMPUTATIONAL OVERHEADS; SPEAKER IDENTIFICATION; SVM CLASSIFIERS; TEST CONDITION; TEXT-INDEPENDENT SPEAKER VERIFICATION; UNCORRELATED ERRORS;

SUPPORT VECTOR MACHINES;

EID: 85009064327     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

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2. D. Reynolds, R. Dunn, and J. McLaughlin, "The lincoln speaker recognition system: Nisteval 2000, " in Proc. of the International Conference on Spoken Language Processing (ICSLP), 2000.
3. U. Chaudhari, J. Navrátil, S. Maes, and G. Ramaswamy, "Very large population text-independent speaker identification, " in Proc. of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2001.
4. V. N. Vapnik, The Nature of Statistical Learning Theory. Springer-Verlag, 1995.
5. R. Gopinath, "Maximum likelihood modeling with Gaussian distributions for classification, " in Proc. of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 1998.
6. J. Navrátil, U. V. Chaudhari, and G. N. Ramaswamy, "Speaker verification using target and background dependent linear transforms and multisystem fusion, " in Euro Speech, 2001. Submitted.
7. S. Fine and K. Scheinberg, "Efficient svm training using low-rank kernel representation, " Tech. Rep. RC21911, IBM T. J.Watson Research Center, 2000.
8. T. S. Jaakkola and D. Haussler, "Exploiting generative models in discriminative classifiers, " in Advances in Neural Information Processing Systems, vol. 11, MIT Press, 1999.
9. A. Martin, G. Doddington, T. Kamm, M. Ordowski, and M. Przybocki, "The det curve in assessment of detection task performance, " in Proc. of the European Conference on Speech Communication and Technology (EUROSPEECH), pp. 1895-8, 1997.
10. D. Reynolds, "Htimit and llhdb: Speech corpora for the study of handset transducer effects, " in Proc. of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 1535-8, 1997.