Speaker clustering based on minimum Rand index

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

Volumn 4, Issue , 2007, Pages

  Tsai, Wei Ho ^a   Wang, Hsin Min ^b  

^a NATIONAL TAIPEI UNIVERSITY OF TECHNOLOGY   (Taiwan)

^b INSTITUTE OF INFORMATION SCIENCE   (Taiwan)

Author keywords

Clustering methods; Speaker recognition; Speech processing

Indexed keywords

CLUSTERING ALGORITHMS; ERROR ANALYSIS; HIERARCHICAL SYSTEMS; INDEXING (OF INFORMATION); OPTIMIZATION;

CLUSTERING METHODS; SPEAKER RECOGNITION;

SPEECH RECOGNITION;

EID: 34547541767     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2007.366955     Document Type: Conference Paper

References (20)

1. Gish, H., Siu, M. H., and Rohlicek, R. "Segregation of speakers for speech recognition and speaker identification," ICASSP'91.
2. Jin, H., Kubala, F., and Schwartz, R. "Automatic speaker clustering," DARPA Speech Recognition Workshop '97.
3. Siegler, M. A., Jain, U., Raj, B. and Stern, R. M. "Automatic segmentation, classification and clustering of broadcast news audio,"DARPA Speech Recognition Workshop'97.
4. Solomonoff, A., Mielke, A., Schmidt, M., and Gish, H. "Clustering speakers by their voices," ICASSP'98.
5. Chen, S. S. and Gopalakrishnan, P. S. "Clustering via the Bayesian information criterion with applications in speech recognition," ICASSP'98.
6. Reynolds, D. A., Singer, E., Carson, B. A., O'Leary, G. C., McLaughlin, J. J., and Zissman, M. A. "Blind clustering of speech utterances based on speaker and language characteristics," ICSLP'98.
7. Johnson, S. E. "Who spoke when?-Automaric segmentation and clustering for determining speaker trurns", Eurospeech '99.
8. Zhou, B., and Hansen, J. H. L. "Unsupervised audio stream segmentation and clustering via the Bayesian information criterion," ICSLP'00.
9. Moh, Y., Nguyen, P., and Junqua, J. C. "Towards domain independent speaker clustering," ICASSP'03.
10. Ben, M., Betser, M., Bimbot, F., and Gravier, G. "Speaker diarization using bottom-up clustering based on a parameter-derived distance between adapted GMMs," ICSLP'04.
11. Tranter, S. E. "Two-way Cluster Voting to Improve Speaker Diarisation Performance," ICASSP'05.
12. Zhu, X., Barras, C., Meignier, S., and Gauvain, J. L. "Combining speaker identification and BIC for speaker diarization," Interspeech '05.
13. Sinha, R., Tranter, S. E., Gales, M. J. F., and Woodland, P. C. "The Cambridge University March 2005 Speaker Diarisation System," Interspeech '05.
14. Tsai, W. H. and Wang, H. M. "Speaker clustering of unknown utterances based on maximum purity estimation," Interspeech '05.
15. Schwarz, G. "Estimating the Dimension of a Model," The Annals of Statistics 6:461-464, 1978.
16. Rand, W. M. "Objective criteria for the evaluation of clustering methods," J. Amer. Stat. Assoc., 66:846-850, 1971.
17. Hubert, L., and Arabie, P. "Comparing Partitions," Journal of Classification, 2:193-218, 1985.
18. Goldberg, D. E. Genetic Algorithm in Search, Optimization and Machine Learning. New York: Addison-Wesley, 1989.
19. Baker, J. E. "Adaptive selection methods for genetic algorithm," International Conference on Genetic Algorithms and Their Applications, 1985.
20. http://www.nist.gov/speech/tests/rt/rt2002/