Hierarchcial Gaussian mixture model for speaker verification

7th International Conference on Spoken Language Processing, ICSLP 2002

Volumn , Issue , 2002, Pages 1353-1356

  Liu, Ming ^a   Chang, Eric ^a   Dai, Bei Qian ^a  

^a UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA   (China)

Author keywords

[No Author keywords available]

Indexed keywords

SPEECH RECOGNITION;

GAUSSIAN COMPONENTS; GAUSSIAN MIXTURE MODEL; HIERARCHICAL STRUCTURES; LOCAL OBSERVATIONS; OBSERVATION VECTORS; SPEAKER VERIFICATION; TEXT-INDEPENDENT SPEAKER VERIFICATION; UNIVERSAL BACKGROUND MODEL;

GAUSSIAN DISTRIBUTION;

EID: 85009251523     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

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2. D. A. Reynolds, "Comparison of Background Normalization Methods for Text-independent Speaker Verification", Proc. of EUROSPEECH'97, 1997.
3. D. A. Reynolds, T. F. Quatieri, and R. B. Dunn, "Speaker Verification Using Adapted Gaussian Mixture Models", Digital Signal Processing, vol. 10, pp. 19-41, 2000.
4. P. C. Woodland, "Speaker Adaptation: Techniques and Challenges", The 1999 International Workshop on Automatic Speech Recognition and Understanding (ASRU'99).
5. K. Shinoda and C.-H. Lee, "Structural MAP speaker adaptation using hierarchical priors", Proc. IEEE Workshop on Speech Recognition and Understanding, Santa Barbara, pp. 381-387, 1997.
6. Xiaohan Li, Eric Chang, Bei-qian Dai, "Improving Speaker Verification with Figure of Merit Training", ICASSP 2002.
7. NIST, "The 1999 Speaker Recognition Evaluation Plan", http://www.nist.gov/speech/tests/spk/.
8. "The Hidden Markov Model Toolkit (HTK) " http://htk.eng.cam.ac.uk/.
9. H. Hermansky and N. Morgan, "RASTA processing of speech", IEEE Trans. on Speech and Audio Processing, Vol. 2, no. 4, pp. 587-589, Oct. 1994.
10. Homayoon S. M. Beigi, Stephane H. Maes, Upendra V. Chaudhari, and Jeffrey S. Sorensen, "A Hierarchical Approach to Large-Scale Speaker Recognition", EUROSPEECH'99, 1999.
11. NIST, "The NIST Year 2002 Speaker Recognition Evaluation Plan", http ://www.nist. gov/speech/tests/spk/.