A generative-discriminative framework using ensemble methods for text-dependent speaker verification

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 4, Issue , 2007, Pages

  Subramanya, Amarnag ^a   Zhang, Zhengyou ^b   Surendran, Arun C ^b   Nguyen, Patrick ^b   Narasimhan, Mukund ^b   Acero, Alex ^b  

^a UNIVERSITY OF WASHINGTON   (United States)

^b MICROSOFT RESEARCH   (United States)

Author keywords

Boosting; Discriminative models; Speaker verification

Indexed keywords

ALGORITHMS; MATHEMATICAL MODELS; MAXIMUM LIKELIHOOD ESTIMATION; PROBLEM SOLVING; STATISTICAL METHODS; THEOREM PROVING;

DISCRIMINATIVE MODELS; LIKELIHOOD RATIO TEST (LRT); NEYMANN-PEARSON LEMMA; SPEAKER VERIFICATION;

SPEECH INTELLIGIBILITY;

EID: 34547525967     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2007.367204     Document Type: Conference Paper

References (17)

1. E. L. Lehmann, "Testing Statistical Hypotheses", Wiley, New York, 1959.
2. C.-H. Lee, "A Tutorial on Speaker and Speech Verification", In Proceedings of NORSIG '98, pp. 9-16, Vigo, Denmark, June 1998.
3. A. E. Rosenberg, J. Delong, C.-H. Lee, B.-H. Juang, and F. K. Soong, "The Use of Cohort Normalized Scores for Speaker Recognition", In Proc. ICSLP, pp. 599-602, October 1992.
4. R. Sukkar, C.-H. Lee, "Vocabulary Independent Discriminative Utterance Verification for Non-Keyword in Sub-word based Speech Recognition", In IEEE Trans. Spech and Audio Processing, Vol. 4, No. 6, pp. 420-429, Nov 1996.
5. D. A. Reynolds, T. F. Quatieri, and R. B. Dunn, "Speaker Verification Using Adapted Gaussian Mixture Models", In Digital Signal Processing, Academic Press, 2000.
6. H. Schalk, H. Reininger, and S. Euler, "A System for Text Dependent Speaker Verification - Field Trail Evaluation and Simulation Results", In EUROSPEECH, 2001.
7. K. Yu, J. Mason, and J. Oglesby, "Speaker recognitions using hidden Markov models", In IEE Vision Image and Signal processing, vol. 142, no. 2, pp. 291-298, Apr. 1994.
8. J. P. Campbell Jr., "Testing with the YOHO CD-ROM Voice Verification Corpus", In Proceedings of ICASSP, 1995.
9. M. Gales, "Maximum Likelihood Linear Transformations for HMM-based Speech Recognition", In Technical Report, CUED/FINFENG/TR291, Cambridge Univ., 1997
10. Y. Freund and R. Schapire, "Experiments with a new boosting algorithms", In Proceedings of Thirteenth International conference on Machine Learning, Bari, Italy, July 1996.
11. L. Heck and Y. Konig, "Discriminative training of minimum cost speaker verification systems", In Proc. of RLA2ESCA, pages 93-96, Avignon, France, 1998.
12. Rosenberg, A. and Siohan, O. and Parthasarathy, S. "Speaker verification using minimum verification error training", In Proc. of ICASSP '98.
13. S. Fine, J.Navr'atil, and R. Gopinath, "A Hybrid GMM/SVM approach to speaker identification", In Proc. of ICASSP, 2001.
14. S. Nakaga and K. P. Markov, "Speaker Normalization using Frame and Utterance Level Likelihood Normalization", In Proc. of ICASSP, 1997.
15. R. D. Zilca, "Text-Independent Speaker Verification Using Utterance Level Scoring and Covariance Modeling", In IEEE Transactions on Speech and Audio Processing, vol. 10, no. 6, September 2002.
16. N. Moreau and D. Jouvet, "Use of a Confidence Measure Based on frame level Likelihood Ratios for the Rejection of incorrect data", In Proc. of Eurospeech 1999.
17. S. Z. Li, D. Zhang, C. Ma, H. Shum, and E. Chang, "Learning to Boost GMM Based Speaker Verification", In Proc. of Eurospeech, Geneva, Switzerland. Sep 2003.