Soundbite identification using reference and automatic transcripts of broadcast news speech

2007 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2007, Proceedings

Volumn , Issue , 2007, Pages 653-658

  Liu, Feifan ^a   Liu, Yang ^a  

^a UNIVERSITY OF TEXAS AT DALLAS   (United States)

Author keywords

Sentence boundary detection; Soundbite identification; Term weighting; Text classification

Indexed keywords

CLASSIFICATION (OF INFORMATION); COMPUTER NETWORKS; CONCENTRATION (PROCESS); ERROR DETECTION; EXTRACTION; FEATURE EXTRACTION; RADIO; RADIO BROADCASTING; REMELTING; SOLVENT EXTRACTION; SPEECH; SPEECH ANALYSIS; SPEECH TRANSMISSION; SULFATE MINERALS;

AUTOMATIC SPEECH RECOGNITION (ASR); BINARY CLASSIFICATION; BROADCAST NEWS (BN); CLASSIFICATION FRAMEWORK; FEATURE WEIGHTING; LOCATING INFORMATION; PROBLEM FORMULATION; QUESTION ANSWERING (QA); RECALL RATE; RECOGNITION ERRORS; SENTENCE BOUNDARY DETECTION; SENTENCE SEGMENTATION; SPEECH CORPORA; SYSTEM PERFORMANCES; SYSTEMATIC STUDY;

SPEECH RECOGNITION;

EID: 43849106592     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. S. Maskey and J. Hirschberg, "Soundbite Detection in Broadcast News Domain," Proc. of Interspeech, 2006.
2. R. Barzilay, M. Collins, J. Hirschberg, and S. Whittaker, "The Rules Behind Roles: Identifying Speaker Role in Radio Broadcasts," Proc of AAAI, 2000.
3. Y. Liu, "Initial Study on Automatic Identification of Speaker Role in Broadcast News Speech," Proc of Human Language Technology Conference of the NAACL, New York, 2006.
4. S. E. Tranter and D. A. Reynolds, "An Overview of Automatic Speaker Diarisation Systems," IEEE Transactions on Audio, Speech and Language Processing, vol. 14, pp. 1557-1565, 2006.
5. C. Ma, P. Nguyen, and M. Mahajan, "Finding Speaker Identities with a Conditional Maximum Entropy Model," Proc. of ICASSP, 2007.
6. I. Mani, M. House, M. Maybury, and M. Green, "Towards Content-based Browsing of Broadcast News Video," in Intelligent Multimedia Information Retrieval, M. Maybury, Ed.: AAAI/MIT Press, 1997, pp. 241-258.
7. J. Reynar, "Statistical Models for Topic Segmentation.," Proc of 37th Annual Meeting of the ACL, 1999.
8. G. Salton and C. Buckley, "Term Weighting Approaches in Automatic Text Retrieval," Information Processing and Management, vol. 24, pp. 513-523, 1988.
9. Y. Yang and J. O. Pedersen, "A Comparative Study on Feature Selection in Text Categorization," Proc of 14th International Conference on Machine Learning, 1997.
10. K. S. Jones, "A Statistical Interpretation of Term Specificity and its Application in Retrieval," Journal of Documentation, vol. 28, pp. 132-142, 1972.
11. R. Basili, A. Moschitti, and M. Pazienza, "A Text Classifier Based on Linguistic Processing," Proc. of IJCAI-99, Machine Learning for Information Filtering, 1999.
12. S. T. Dumais, "Improving the Retrieval Information from External Sources," Behaviour Research Methods, Instruments and Computers, vol. 23, pp. 229-236, 1991.
13. M. Hwang, X. Lei, W. Wang, and T. Shinozaki, "Investigation on Mandarin Broadcast News Speech Recognition," Proc. of Inter speech, 2006.
14. C. Chang and C. Lin, "LIBSVM: A Library for Support Vector Machines. Software available at http://www.csie.ntu.edu. tw/~cjlin/libsvm," 2001.
15. M. Zimmermann, D. H. Tur, J. Fung, N. Mirghafori, L. Gottlieb, E. Shriberg, and Y. Liu, "The ICSI+Multi-Lingual Sentence Segmentation System," Proc. of Interspeech, 2006.