A Double Gaussian Mixture Modeling Approach to Speaker Recognition

5th European Conference on Speech Communication and Technology, EUROSPEECH 1997

Volumn , Issue , 1997, Pages 2287-2290

  Vergin, Rivarol ^a   O'Shaughnessy, Douglas ^b  

^a CML Technologies Inc   (Canada)

^b INRS EMT   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

GAUSSIAN DISTRIBUTION; LOUDSPEAKERS; SPEECH RECOGNITION;

DIVERGENCE MEASURES; GAUSSIAN BASIS FUNCTIONS; GAUSSIAN MIXTURE MODEL; JENSEN DIVERGENCE; LINEAR COMBINATIONS; MODELING APPROACH; SAMPLE DISTRIBUTIONS; SPEAKER RECOGNITION; SPEECH SIGNALS; TEXT-INDEPENDENT SPEAKER IDENTIFICATION;

SPEECH COMMUNICATION;

EID: 85135166303     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (4)

1. D. A. Reynolds, "Robust Text-Independent Speaker Identification Using Gaussian Mixture Speaker Models", IEEE Trans. Acoust., Speech, Signal Processing, vol. 3, No. 1, pp. 72-83, January 1995.
2. J. Burbea and C. R. Rao, "On the Convexity of Some Divergence Measures Based on Entropy Functions", IEEE Trans. Information Theory, vol. IT-28, No. 3, pp. 489-495, May 1982.
3. S. B. Davis and P. Mermelstein, "Comparison of parametric representations for monosyllabic word recognition in continuously spoken sentences", IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-28, pp. 357-366, Aug. 1980.
4. A. Dempster, N. Laird and D. Rubin, "Maximum likelihood from incomplete data via EM algorithm", J. Royal Stat. Soc, vol. 39, pp. 1-38, 1977.