A Session-GMM generative model using test utterance Gaussian mixture modeling for speaker verification

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

Volumn I, Issue , 2005, Pages 733-736

  Aronowitz, Hagai ^a   Burshtein, David ^b   Amir, Amihood ^a,c  

^a BAR ILAN UNIVERSITY   (Israel)

^b TEL AVIV UNIVERSITY   (Israel)

^c Georgia Institute of Technology   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATION THEORY; ERROR ANALYSIS; EVALUATION; MATHEMATICAL MODELS; STATISTICAL METHODS;

COMPUTATIONAL EFFICIENCY; GAUSSIAN MIXTURE MODELS (GMM); SPEAKER RECOGNITION ACCURACY; TEST UTTERANCES; TEST-UTTERANCE PARAMETERIZATION (TUP);

SPEECH ANALYSIS;

EID: 33646785082     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2005.1415218     Document Type: Conference Paper

References (8)

1. Reynolds D. A., T. F. Quatieri, and R. B. Dunn, "Speaker verification using adapted Gaussian mixture models", Digital Signal Processing, Vol. 10, No.1-3, pp. 19-41, 2000.
2. Reynolds, D. A., "Comparison of background normalization methods for text-independent speaker verification", in Proc. Eurospeech, pp.963-966, 1997.
3. McLaughlin J., D. A. Reynolds, and T. Gleason, "A study of computation speed-ups of the GMM-UBM speaker recognition system", in Proc. Eurospeech, pp.1215-1218, 1999.
4. Aronowitz H., D. Burshtein D., A. Amir, "Speaker indexing in audio archives using test utterance Gaussian mixture modeling", to appear in Proc. ICSLP, 2004.
5. Ben M., F. Bimbot, "D-MAP: A distance-normalized MAP estimation of speaker models for automatic speaker verification", in Proc. ICASSP, pp. 69-72, 2003.
6. "Speech processing, transmission and quality aspects (stq); distributed speech recognition; front-end feature extraction algorithm; compression algorithms," ETSI Standard: ETSI-ES-201-108-v1.1.2, 2000, http://www.etsi.org/stq.
7. Linguistic Data Consortium, SPIDRE documentation file, http://www.ldc.upenn.edu/Catalog/readme_files/.
8. "The NIST Year 2004 Speaker Recognition Evaluation Plan", http://www.nist.gov/speech/tests/spk/2004/.