Open-set speaker identification using adapted Gaussian mixture models

9th European Conference on Speech Communication and Technology

Volumn , Issue , 2005, Pages 1997-2000

  Fortuna, J ^a   Sivakumaran, P ^b   Ariyaeeinia, A ^a   Malegaonkar, A ^a  

^a UNIVERSITY OF HERTFORDSHIRE   (United Kingdom)

^b Canon Research Centre   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

DATABASE SYSTEMS; MATHEMATICAL MODELS; OPTIMIZATION; SPEECH COMMUNICATION; SPEECH PROCESSING; TEXT PROCESSING;

COHORT NORMALISATION; GAUSSIAN MIXTURE MODELS; OPEN-SET, TEXT-INDE-PENDENT SPEAKER IDENTIFICATION (OSTI-SI);

SPEECH RECOGNITION;

EID: 33745208003     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. Reynolds, D., Rose, R. C., "Robust Text-Independent Speaker Identification Using Gaussian Mixture Speaker Models", IEEE Trans. Speech Audio Proc., vol 3, 1995.
2. Reynolds, D., Quatieri, T. F., and Dünn, R. B., "Speaker Verification Using Adapted Gaussian Mixture Models", Digital Signal Processing, vol. 10, pp. 19-41, 2000.
3. Gauvain, J. L. and Lee, C.-H., "Maximum a Posteriori Estimation for Multivariate Gaussian Mixture Observations of Markov Chains", IEEE Trans. Speech Audio Process., vol. 2, pp. 291-298, 1994.
4. Fortuna, J., Sivakumaran, P., Ariyaeeinia, A. M., and Malegaonkar, A., "Relative Effectiveness of Score Normalisation Methods in Open-set Speaker Identification", Proc. Odyssey 2004 Speaker and Language Recognition Workshop, pp. 369-376, 2004.
5. Li, K. P., and Porter, J. E., "Normalisations and Selection of Speech Segments for Speaker Recognition Scoring", Proc. ICASSP'88, vol. 1, pp.595-598, 1988.
6. Auckenthaler, R., Carey, M. and Harvey L. T, "Score Normalisation for Text-independent Speaker Verification Systems," Digital Signal Processing, vol. 10, pp. 42-54, 2000.