Cross Likelihood Ratio based speaker clustering using eigenvoice models

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

Volumn , Issue , 2011, Pages 957-960

  Wang, D ^a   Vogt, R ^a   Sridharan, S ^a   Dean, D ^a  

^a QUEENSLAND UNIVERSITY OF TECHNOLOGY   (Australia)

Author keywords

Cross Likelihood Ratio; Eigenvoice modeling; Joint factor analysis; Speaker clustering; Speaker diarization

Indexed keywords

CROSS LIKELIHOOD RATIOS; EIGENVOICES; JOINT FACTOR ANALYSIS; SPEAKER CLUSTERING; SPEAKER DIARIZATION;

COMPUTER APPLICATIONS; COMPUTER SIMULATION;

SPEECH RECOGNITION;

EID: 84865711272     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. S. Chen and P. Gopalakrishnan, "Speaker, environment and channel change detection and clustering via the Bayesian Information Criterion," Broadcast News Transcription and Understanding Workshop, pp. 127-132, February 1998.
2. M. Siegler, U. Jian, B. Rag, and R. Stern, "Automatic segmentation, classification and clustering of broadcast news audio," DARPA Speech Recognition Workshop, pp. 97-99, 1997.
3. D. Wang, R. Vogt, and S. Sridharan, "Bayes factor based speaker clustering for speaker diarization," International Conference on Information Science, Signal Processing and their Applications, pp. 61-64, 2010.
4. C. Barras, Z. Xuan, S. Meignier, and J. Gauvian, "Multistage speaker diarization of broadcast news," IEEE Trans. Audio, Speech and Language Processing, vol. 14, pp. 1505-1512, 2006.
5. J. Fiscus, "Fall 2004 Rich Transcription RT-04F evaluation plan," National Institute of Standards and Technology, 2004.
6. P. Kenny, "Joint factor analysis of speaker and session variability: Theory and algorithms," [Online]. Available: http://www.crim.ca/perso/ patrick.kenny/.
7. P. Kenny, G. Boulianne, P. Ouellet, and P. Dumouchel, "Joint factor analysis versus eigenchannels in speaker recognition," IEEE Trans. Audio, Speech and Language Processing, vol. 15, no. 4, pp. 1435-1447, 2007.
8. P. Kenny, D. Reynolds, and F. Castaldo, "Diarization of telephone conversations using factor analysis," IEEE Journal on Selected Topics In Signal Processing, vol. 4, no. 6, pp. 1059-1070, December 2010.
9. F. Valente, "Variational Bayesian methods for audio indexing," Ph.D. dissertation, Eurecom, Sophia-Antipolis, France, 2005.
10. D. Wang, R. Vogt, and S. Sridharan, "Bayes factor based speaker segmentation for speaker diarization," Interspeech, pp. 1405- 1408, 2010.