Multi-session PLDA scoring of I-vector for partially open-set speaker detection

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

Volumn , Issue , 2013, Pages 3651-3655

  Lee, Kong Aik ^a   Larcher, Anthony ^a   You, Chang Huai ^a   Ma, Bin ^a   Li, Haizhou ^a  

^a INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

Author keywords

Multi session training; Speaker verification

Indexed keywords

COMPUTER APPLICATIONS; COMPUTER SIMULATION;

ALTERNATIVE HYPOTHESIS; DETECTION TASKS; I-VECTORS; PROBABILISTIC LINEAR DISCRIMINANT ANALYSIS; SCORING FUNCTIONS; SPEAKER DETECTION; SPEAKER RECOGNITION EVALUATIONS; SPEAKER VERIFICATION;

SPEECH RECOGNITION;

EID: 84897395377     PISSN: 2308457X     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. S. J. D. Prince and J. H. Elder, "Probabilistic linear discriminant analysis for inferences about identity, " in Proc. International Conference on Computer Vision, 2007.
2. P. Kenny, "Bayesian speaker verification with heavytailed priors, " in Proc. Odyssey: Speaker and Language Recognition Workshop, Jun. 2010.
3. N. Dehak, P. Kenny, R. Dehak, P. Dumouchel, and P. Ouellet, "Front-end factor analysis for speaker verification, " IEEE Trans. Audio Speech and Language Processing, vol. 19, no. 4, pp. 788-798, May 2011.
4. T. Kinnunen and H. Li, "An overview of textindependent speaker recognition: from features to supervectors, " Speech Communication, vol. 52, no. 1, pp. 12-40, Jan. 2010.
5. Y. Jiang, K. A. Lee, Z. Tang, B. Ma, A. Larcher, and H. Li, "PLDA modeling in i-vector and supervector space for speaker verification, " in Proc. INTERSPEECH, 2012, paper 198.
6. H. Li, B. Ma, K. A. Lee, C. H. You, H. Sun, and A. Larcher, "IIR system description for the NIST 2012 speaker recognition evaluation, " in NIST SRE'12 Workshop, Orlando, Dec. 2012.
7. N. Brümmer, A. Swart, L Burget, S. Cumani, O. Glembek, M. Karafiát, P.Matejka, O.Plchot, M. Soufifar, J. Silovský, P. Kenny, J. Alam, P. Dumouchel, P. Ouellet, M. Senoussaoui and T. Stafylakis, "ABC System description for NIST SRE 2012, " in NIST SRE'12 Workshop, Orlando, Dec. 2012.
8. D. A. Reynolds, "An overview of automatic speaker recognition technology, " in Proc. ICASSP, 2002, pp. IV4072 - IV4075.
9. F. Bimbot, "Automatic speaker recognition, " in Language and Speech Processing, J Mariani, Ed., Wiley, 2009.
10. C. M. Bishop, Pattern Recognition and Machine Learning. Springer, 2006.
11. A. Larcher, J. -F. Bonastre, B. Fauve, K. A. Lee, C. Levy, H. Li, J. S. D. Mason, J. -Y. Parfait, "ALIZE 3.0 - open source toolkit for state-of-the-art speaker recognition, " accepted, INTERSPEECH, 2013.
12. D.A. Reynolds, T.F. Quatieri, and R.B. Dumn, "Speaker verification using adapted Gaussian mixture model, " Digital Signal Processing, vol. 10, no. 1-3, pp. 19-41, 2000.
13. N. Brummer and D. Leeuwen, "On calibration of language recognition scores, " in Proc. IEEE Odyssey: Speaker Lang. Recognition Workshop, 2006, pp. 1-8.
14. P. Kenny, "A small foot-print i-vector extractor, " in Proc. Odyssey: The Speaker and Language Recognition Workshop, 2012, pp. 1- 6.
15. M. Senoussaoui, P. Kenny, N. Dehak, P. Dumouchel, "An i-vector extractor suitable for speaker recognition with both microphone and telephone speech, " in Proc. Odyssey: The Speaker and Language Recognition Workshop, 2010, pp. 28- 3.