A sequence kernel and its application to speaker recognition

Advances in Neural Information Processing Systems

Volumn , Issue , 2002, Pages

  Campbell, William M ^a  

^a MOTOROLA INC   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ARCHITECTURE-BASED; CLASSIFIER MODELS; COMPUTATIONAL ADVANTAGES; ITS APPLICATIONS; MEAN SQUARED ERROR; MODEL SIZE; SPEAKER RECOGNITION;

MEAN SQUARE ERROR;

EID: 37549008045     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

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2. Aravind Ganapathiraju and Joseph Picone, "Hybrid SVM/HMM architectures for speech recognition, " in Speech Transcription Workshop, 2000.
3. John C. Platt, "Probabilities for SV machines, " in Advances in Large Margin Classifiers, Alexander J. Smola, Peter L. Bartlett, Bernhard Schölkopf, and Dale Schuurmans, Eds., pp. 61-74. The MIT Press, 2000.
4. Tommi S. Jaakkola and David Haussler, "Exploiting generative models in discriminative classifiers, " in Advances in Neural Information Processing 11, M. S. Kearns, S. A. Solla, and D. A. Cohn, Eds. 1998, pp. 487-493, The MIT Press.
5. Nathan Smith, Mark Gales, and Mahesan Niranjan, "Data-dependent kernels in SVM classification of speech patterns, " Tech. Rep. CUED/F-INFENG/TR.387, Cambridge University Engineering Department, 2001.
6. Shai Fine, Jiří Navrátil, and Ramesh A. Gopinath, "A hybrid GMM/SVM approach to speaker recognition, " in Proceedings of the International Conference on Acoustics, Speech, and Signal Processing, 2001.
7. William M. Campbell and Khaled T. Assaleh, "Polynomial classifier techniques for speaker verification, " in Proceedings of the International Conference on Acoustics, Speech, and Signal Processing, 1999, pp. 321-324.
8. Kevin R. Farrell, Richard J. Mammone, and Khaled T. Assaleh, "Speaker recognition using neural networks and conventional classifiers, " IEEE Trans. on Speech and Audio Processing, vol. 2, no. 1, pp. 194-205, Jan. 1994.
9. Douglas A. Reynolds, "Automatic speaker recognition using Gaussian mixture speaker models, " The Lincoln Laboratory Journal, vol. 8, no. 2, pp. 173-192, 1995.
10. Michael J. Carey, Eluned S. Parris, and John S. Bridle, "A speaker verification system using alpha-nets, " in Proceedings of the International Conference on Acoustics Speech and Signal Processing, 1991, pp. 397-400.
11. Jürgen Schürmann, Pattern Classification, John Wiley and Sons, Inc., 1996.
12. Lawrence Rabiner and Biing-Hwang Juang, Fundamentals of Speech Recognition, Prentice- Hall, 1993.
13. William M. Campbell and C. C. Broun, "A computationally scalable speaker recognition system, " in Proceedings of EUSIPCO, 2000, pp. 457-460.
14. Joseph P. Campbell Jr., "Testing with the YOHO CD-ROM voice verification corpus, " in Proceedings of the International Conference on Acoustics, Speech, and Signal Processing, 1995, pp. 341-344.
15. Ronan Collobert and Samy Bengio, "Support vector machines for large-scale regression problems, " Tech. Rep. IDIAP-RR 00-17, IDIAP, 2000.