Speaker change detection and tracking in real-time news broadcasting analysis

Proceedings of the ACM International Multimedia Conference and Exhibition

Volumn , Issue , 2002, Pages 602-610

  Lu, Lie ^a   Zhang, Hong Jiang ^a  

^a MICROSOFT RESEARCH   (United States)

Author keywords

Audio content analysis; Speaker change detection; Speaker segmentation; Speaker tracking

Indexed keywords

ALGORITHMS; BROADCASTING; ERROR DETECTION; MATHEMATICAL MODELS;

AUDIO CONTENT ANALYSIS;

REAL TIME SYSTEMS;

EID: 0037700756     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/641124.641127     Document Type: Conference Paper

References (27)

1. J. P. Campbell, JR. "Speaker Recognition: A Tutorial". Proceedings of the IEEE, vl.85, No.9, pp.1437-1462, 1997.
2. J. N. L. Brummer. "Speaker Recognition over HF Radio after Automatic Speaker Segmentation". Proc. of the IEEE South African Symposium on Communications and Signal Processing, COMSIC-94. pp. 171-176, 1994
3. M. Sugiyama, J. Murakami, and H. Watanabe. "Speech Segmentation and Clustering Based on Speaker Features". Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing, 1993
4. L. Wilcox, F. Chen, D. Kumber, and V. Balasubramanian. "Segmentation of Speech Using Speaker Identification". Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing, 1994
5. M. H. Siu, G. Yu, and H. Gish. "An Unsupervised, Sequential Learning Algorithm for the Segmentation of Speech Waveform with Multiple Speakers". Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing, pp 189-192, 1992.
6. A. Cohen and V. Lapidus, "Unsupervised Speaker Segmentation in Telephone Conversations". Proc. of Nineteenth Convention of Electrical and Electronics Engineers, Israel, pp. 102-105, 1996.
7. H. Gish and M. Schmidt. "Text-Independent Speaker identification". Proc. of IEEE Signal Processing Magazine, pp. 18-32, Oct. 1994
8. H. Gish, M. H. Siu and R. Rohlicek. "Segregation of Speakers for Speech Recognition and Speaker Identification". Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing, pp873-876, 1991.
9. H. Hermansky and N. Morgan. "RASTA Processing of Speech". Proc. of IEEE Trans. on Speech and Audio Processing, Vol 2, No.4, pp. 578-589, Oct. 1994.
10. R. J. Mammone, X. Y. Zhang and R. P. Ramachandran. "Robust Speaker Recognition: A Feature-Based Approach". Proc. of IEEE Signal Processing Magazine, pp.58-71,Sept. 1996.
11. H. A. Murthy, F. Beaufays, L. P. Heck and M. Weintraub. "Robust Text-Independent Speaker Identification over Telephone Channels". Proc. of IEEE Trans. on Speech and Audio Processing, Vol. 7, No.5, pp. 554-568, Sept. 1999.
12. K. Mori and S Nakagawa. "Speaker change Detection and Speaker Clustering Using VQ Distortion for Broadcast news Speech Recognition". Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing, 2002.
13. S. Chen and P. S. Gopalakrishnan. "Speaker, Environment and Channel Change Detection and Clustering via the Bayesian Information Criterion". Proc. of DARPA Broadcast News Transcription and Understanding Workshop, 1998.
14. G. Schwarz. "Estimation the Dimension of a Model". The Annals of Statistics, Vol.6, pp. 461-464, 1978
15. L. Lu, H. Jiang and H. J. Zhang, "A Robust Audio Classification and Segmentation Method". Proc. of 9th ACM Multimedia, pp203-211, 2001.
16. L. Couvreur and J. M. Boite. "Speaker Tracking in Broadcast Audio Material in the Framework of the THISL Project". Proc. of the ESCA ETRW workshop Accessing Information in Spoken Audio, pp. 84-89. 1999.
17. K. Sonmez, L. Heck and M. Weintraub. "Speaker Tracking and Detection with Multiple Speakers". Proc. Eurospeech'1999, vol. 5, pp. 2219-2222, Budapest, 1999.
18. J. F. Bonastre, P. Delacourt, C. Fredouille, T. Merlin and C. Wellekens. "A Speaker Tracking System Based on Speaker Turn Detection for NIST Evaluation". Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing, pp. 1177-1180, 2000
19. C. Fredouille, J. F Bonastre and T. Merlin. "Segmental normalization for Robust Speaker Verification". Workshop on robust method for speech recognition in adverse conditions, pp. 103-106, 1999.
20. D. A. Reynolds, T. F. Quatieri and R.B. Dunn. "Speaker Verification Using Adapted Gaussian Mixture Models". Digital Signal Processing, 10, pp. 19-41, 2000.
21. M. Padmanabhan, L. R. Bahl, D. Nahamoo and M. A. Picheny. "Speaker Clustering and Transformation for Speaker Adaptation in Speech Recognition Systems". IEEE Transaction on Speech and Audio Processing, Vol. 6, No. 1, pp.71-77, Jan. 1998.
22. B. L. Berg and A. A. Beex. "Investigating Speaker Features from Very Short Speech Records". Proc. of IEEE Int'l Symposium on Circuits and Systems, ISCAS'99, Vol. III, pp. 102-105, 1999.
23. L. Lu, S. Z. Li and H.-J. Zhang, "Content-Based Audio Segmentation Using Support Vector Machines". Proc. of ICME01, pp956-959, 2001
24. D. Roy and C. Malamud. "Speaker Identification based Text to Audio Alignment for an Audio Retrieval System". Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing, pp.1099-1102, 1997
25. D. G. Kimber, L. D. Wilcox, F. R. Chen, and T. P. Moran. "Speaker Segmentation for Browsing Recorded Audio". ACM CHI'95 Mosaic of Creativity, pp212-213, 1995
26. L. Wang and K. L. Chan. "Bayesian Fusion: an Approach for Image Retrieval using Multiple Features". Proc. of International Conference on Image and Vision Computing '00, Hamilton, New Zealand, 2000.
27. M. A. Abidi and R. C. Gonzalez. "Data fusion in robotics and machine intelligence". Boston Academic Press. 1992