Redefining the Bayesian information criterion for speaker diarisation

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

Volumn , Issue , 2009, Pages 1051-1054

  Stafylakis, Themos ^a,b   Katsouros, Vassilis ^a   Carayannis, George ^a,b  

^a INSTITUTE FOR LANGUAGE AND SPEECH PROCESSING   (Greece)

^b NATIONAL TECHNICAL UNIVERSITY OF ATHENS   (Greece)

Author keywords

Bayesian information criterion; Cluster analysis; Speaker diarisation

Indexed keywords

BAYESIAN INFORMATION CRITERION; BENCHMARK TESTS; DISSIMILARITY MEASURES; HIERARCHICAL CLUSTERING ALGORITHMS; PENALTY TERM; SAMPLE SIZES;

BAYESIAN NETWORKS; CLUSTER ANALYSIS; SPEECH COMMUNICATION;

CLUSTERING ALGORITHMS;

EID: 70450175271     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. G. Schwarz, "Estimating the dimension of a model," Annals of Statistics, vol. 6, 1978.
2. S. Chen and P. Gopalakrishnam, "Speaker, Environment and Channel Change Detection and Clustering via the Bayesian Information Criterion," in Proceedings of DARPA Broadcast News Transcription and Understanding Workshop, 1998.
3. X. Zhu, C. Barras, S. Meignier, and J. Gauvain, "Combining Speaker Identification and BIC for Speaker Diarization," in Proceedings of European Conference on Speech Communication and Technology (Interspeech), September 2005, pp. 2441-2444.
4. R. E. Kass and L. Wasserman, "A Reference Bayesian test for nested hypotheses and its relation to the Schwarz criterion," Journal of the American Statistical Association, vol. 90, pp. 928-934, 1995.
5. D. J. C. Mackay, "Information theory, inference, and learning algorithms," Cambridge University Press New York, 2003.
6. D. K. Pauler, "The Schwarz Criterion and related methods for normal linear models," Biometrika, vol. 85, no. 1, pp. 13-27, March 1998.
7. C. Fraley and A. E. Raftery, "How many clusters? Which clustering method? Answers via model-based cluster analysis," Comput. J., vol. 41, pp. 578-588, 1998.
8. P. Delacourt, D. Kryze, and C. J. Wellekens, "Speaker-based segmentation for audio data indexing," in Speech Communication, 1999, pp. 111-126.
9. S. Tranter and D. Reynolds, "An overview of automatic speaker diarization systems," IEEE Trans. Audio, Speech, and Language Processing, vol. 14, pp. 1557-1565, 2006.
10. J. Ajmera, H. B. I. Lapidot, and I. Mccowan, "Unknown-Multiple Speaker clustering using HMM," in Proceedings of ICSLP-2002, 2002, pp. 573-576.
11. P. Deleglise, Y. Esteve, S. Meignier, and T. Merlin, "The LIUM speech transcription system: a CMU Sphinx III-based System for French Broadcast News," in Proceedings of Interspeech, Lisbon, Portugal, 2005.