Multiple change-point audio segmentation and classification using an MDL-based Gaussian model

IEEE Transactions on Audio, Speech and Language Processing

Volumn 14, Issue 2, 2006, Pages 647-657

  Wu, Chung Hsien ^a,b   Hsieh, Chia Hsin ^a,b  

^a IEEE   (Taiwan)

^b NATIONAL CHENG KUNG UNIVERSITY   (Taiwan)

Author keywords

Audio classification; Audio segmentation; Minimum description length; Multiple change points

Indexed keywords

AUDIO CLASSIFICATION; AUDIO SEGMENTATION; MINIMUM DESCRIPTION LENGTH; MULTIPLE CHANGE-POINTS;

AUDIO SYSTEMS; CLASSIFICATION (OF INFORMATION); HEURISTIC METHODS; MATHEMATICAL MODELS; STATISTICAL METHODS;

SPEECH PROCESSING;

EID: 33947127409     PISSN: 15587916     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSA.2005.852988     Document Type: Article

References (26)

1. L. Lu, H.-J. Zhang, and H. Jiang, "Content analysis for audio classification and segmentation," IEEE Trans. Speech Audio Process., vol. 10, pp. 504-516, 2002.
2. T. Zhang and C.-C. J. Kuo, "Audio content analysis for online audio-visual data segmentation and classification," IEEE Trans. Speech Audio Process., vol. 9, pp. 441-457, 2001.
3. Y. Wang, Z. Liu, and J. Huang, "Multimedia content analysis using audio and visual information," IEEE Signal Processing Mag., vol. 17, no. 6, pp. 12-36, Jun. 2000.
4. P. Delacourt and C. J. Wellekens, "DISTBIC: a speaker-based segmentation for audio data indexing," Speech Commun., vol. 32, pp. 111-126, 2000.
5. A. Martin, G. Doddington, T. Kamm, M. Ordowski, and M. Przybocki, "The DET curve in assessment of detection task performance," in Proc. Eurospeech-97, Rhodes, Greece, Sept. 1997, pp. 1895-1898.
6. D. Liu and F. Kubala, "Fast speaker change detection for broadcast news transcription and indexing," in Proc. Eurospeech'99, vol. 3, pp. 1031-1034.
7. M. A. Siegler, U. Jain, B. Raj, and R. M. Stern, "Automatic segmentation, classification and clustering of broadcast news audio," in Proc. DARPA Speech Recognition Workshop, 1997, pp. 97-99.
8. P. Beyerlein, X. Aubert, R. Haeb-Umbach, M. Harris, D. Klakow, A. Wendemuth, S. Molau, H. Key, M. Pitz, and A. Sixtus, "Large vocabulary continuous speech recognition of broadcast news-The Philips/RWTH approach," Speech Commun., vol. 37, pp. 109-131, 2002.
9. S. S. Chen and P. S. Gopalakrishnan, "Speaker, environment and channel change detection and clustering via the Bayesian information criterion," in Proc. DARPA Broadcast News Transcription Understanding Workshop, Landsdowne, VA, 1998.
10. M. Cettolo and M. Vescovi, "Efficient audio segmentation algorithms based on the BIC," in Proc. ICASSP'03, 2003.
11. M. Lavielle, "Optimal segmentation of random process," IEEE Trans. Signal Processing, vol. 46, no. 5, pp. 1365-1373, May 1998.
12. Z. Liu, Y. Wang, and T. Chen, "A robust audio classification and segmentation method," in Proc. 9th ACM Int. Conf. Multimedia, 2001, pp. 203-221.
13. L. J. Vostrikova, "Detecting "disorder" in multidimensional random process," Soviet Math. Doklady, vol. 24, pp. 55-59, 1981.
14. M. Cettolo and M. Federico, "Model selection criteria for acoustic segmentation," in Proc. ISCAITRWASR '00 Automatic Speech Recognition, Paris, France, 2000, pp. 221-227.
15. A. Barron, J. Rissanen, and B. Yu, "The minimum description length principle in coding and modeling," IEEE Trans. Inform. Theory, vol. 44, no. 6, pp. 2743-2760, 1998.
16. J. Rissanen, Stochastic Complexity in Statistical Inquiry. River Edge, NJ: World Scientific, 1989.
17. _, "Stochastic complexity," J. R. Statist. Soc. B, vol. 49, pp. 223-239, 1987.
18. S. S. Chen, E. Edie, M. J. F. Gales, R. A. Gopinath, D. Kanvesky, and P. Olsen, "Automatic transcription of broadcast news," Speech Commun., vol. 37, pp. 69-87, 2002.
19. F. Kubala et al., "The 1996 BBN Byblos Hub-4 transcription system," in Proc. Speech Recognition Workshop, 1997, pp. 90-93.
20. P. Woodland, M. Gales, D. Pye, and S. Young, "The development of the 1996 HTK broadcast news transcription system," in Proc. Speech Recognition Workshop, 1997, pp. 73-78.
21. R. Bakis et al., 'Transcription of BN shows with the IBM LVCSR system," in Proc. DARPA Speech Recognition Workshop, 1997.
22. H. Beigi and S. Maes, "Speaker, channel and environment change detection," in Proc. World Congr. Automation, 1998.
23. H. Gish and N. Schmidt, 'Text-independent speaker identification," IEEE Signal Processing Mag., pp. 18-21, 1994.
24. L. Wilcox, F. Chen, D. Kimber, and V. Balasubramanian, "Segmentation of speech using speaker identification," in Proc. ICASSP'94, vol. S1, 1994, pp. 161-164.
25. S. Theodoridis and K. Koutroumbas, Pattern Recognition. San Diego, CA: Academic, 1999.
26. G. A. F. Seber, Multivariate Observations. New York: Wiley, 1984.