Co-training using prosodic and lexical information for sentence segmentation

International Speech Communication Association - 8th Annual Conference of the International Speech Communication Association, Interspeech 2007

Volumn 4, Issue , 2007, Pages 2652-2655

  Guz, Umit ^a   Cuendet, Sébastien ^a   Hakkani Tür, Dilek ^a   Tur, Gokhan ^b  

^a INTERNATIONAL COMPUTER SCIENCE INSTITUTE   (United States)

^b SRI INTERNATIONAL   (United States)

Author keywords

Boosting; Co training; Prosody; Self training; Sentence segmentation

Indexed keywords

CLASSIFIERS; COBALT; COBALT COMPOUNDS; LEARNING ALGORITHMS; LEARNING SYSTEMS; SPEECH;

BOOSTING; CO-TRAINING; PROSODY; SELF-TRAINING; SENTENCE SEGMENTATION;

SPEECH COMMUNICATION;

EID: 56149119877     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. Blum, A., Mitchell, T. M., "Combining labeled and unlabeled data with co-training", in Proceedings of the Conference on Computational Learning Theory, pp.92-100, 1998.
2. Mitchell, T. M., "The role of unlabeled data in supervised learning", in Proceedings of the Sixth International Colloquium on Cognitive Science, 1999.
3. Abney, S., "Bootstrapping", in Proceedings of ACL, 2002.
4. Kiritchenko, S., Matwin, S., "Email classification with co-training", in Proceedings of CASCON, 2001.
5. Nigam, K., Ghani, R., "Understanding the behavior of co-training", in Proceedings of KDD-2000, Workshop on Text Mining, 2000.
6. Nigam, K., Ghani, R., "Analyzing the effectiveness and applicability of co-training", in Proceedings of the ACM International Conference on Information and Knowledge Management, pp. 86-93, 2000.
7. Mrozinski, J., Whittaker, E. W. D., Chatain, P., Furui, S., "Automatic sentence segmentation of speech for automatic summarization", in Proceedings of ICASSP, 2005.
8. Shriberg, E., Stolcke, A., Hakkani-Tür, D., Tur, G., "Prosody-based automatic segmentation of speech into sentences and topics", Journal of Speech Communication, special issue on Accessing Information in Spoken Audio, vol. 32, no. 1-2, September, 2000.
9. Cuendet, S., Hakkani-Tür, D., Tur, G., "Model adaptation for sentence segmentation from speech", in Proceedings of IEEE/ACL SLT Workshop, 2006.
10. Schapire, R. E., Singer, Y., "Boostexter: A Boosting based system for text categorization", Machine Learning, vol. 39, no. 2/3, pp. 135-168, 2000.
11. Stolcke, A., Shriberg, E., "Automatic linguistic segmentation of conversational speech", in Proceedings of ICSLP, 1996.
12. Wang, W., Huang, Z., Harper, M., "Semi-supervised learning for part-of-speech tagging of Mandarin transcribed speech", in Proceedings of ICASSP, 2007.