On speaker-specific prosodic models for automatic dialog act segmentation of multi-party meetings

INTERSPEECH 2006 and 9th International Conference on Spoken Language Processing, INTERSPEECH 2006 - ICSLP

Volumn 5, Issue , 2006, Pages 2014-2017

  Kolář, Jáchym ^a,b   Shriberg, Elizabeth ^a,c   Liu, Yang ^a,d  

^a INTERNATIONAL COMPUTER SCIENCE INSTITUTE   (United States)

^b UNIVERSITY OF WEST BOHEMIA   (Czech Republic)

^c SRI INTERNATIONAL   (United States)

^d UNIVERSITY OF TEXAS AT DALLAS   (United States)

Author keywords

Dialog act segmentation; Meetings; Prosody

Indexed keywords

FEATURE ANALYSIS; FEATURE TYPES; MEETINGS; NON-NATIVE SPEAKERS; PROSODIC MODELING; PROSODIC MODELS; PROSODY; USAGE PATTERNS;

EID: 44949209648     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (19)

1. Armstrong, S. et al.: "Natural Language Queries on Natural Language Data: A Database of Meeting Dialogues," in Proc. NLDB, Burg/Cottbus, Germany, 2003
2. Waibel, A. et al.: "Advances in Automatic Meeting Record Creation and Access," in Proc. ICASSP, Salt Lake City, USA, 2001
3. Shriberg, E., Stolcke, A., Hakkani-Tur, D., Tur, G.: "Prosody-based Automatic Segmentation of Speech into Sentences and Topics," in Speech Communication, vol. 32, no. 1-2, p. 127-154, 2000
4. Warnke, V., Kompe, R., Niemann, H., Nöth, E.: "Integrated Dialog Act Segmentation and Classification Using Prosodic Features and Language Models" in Proc. EUROSPEECH 97, pp. 207-210, Rhodes, Greece, 1997
5. Christensen, H., Gotoh, Y., Renais, S.: "Punctuation Annotation Using Statistical Prosody Models," in Proc. ISCA Workshop on Prosody in Speech Recognition and Understanding, Red Bank, USA, 2001
6. Huang, J., Zweig, G.: "Maximum Entropy Model for Punctuation Annotation from Speech," in Proc. ICSLP 2002, Denver, 2002
7. Kim, J.H., Woodland, P.: "A Combined Punctuation Generation and Speech Recognition System and Its Performance Enhancement Using Prosody," in Speech Communication, vol. 41, no. 4, pp. 563-577, 2003
8. Liu, Y., Stolcke, A., Shriberg, E., Harper, M.: "Using Conditional Random Fields for Sentence Boundary Detection in Speech," in Proc. ACL, Ann Arbor, 2005
9. Ang, J., Liu, Y., Shriberg, E.: "Automatic Dialog Act Segmentation and Classification in Multiparty Meetings," in Proc. ICASSP-2005, Philadelphia, 2005
10. Ji, G., Bilmes, J.: "Dialog Act Tagging Using Graphical Models," in Proc. ICASSP-2005, Philadelphia, 2005
11. Zimmermann, M., Stolcke, A., Shriberg, E.: "Joint Segmentation and Classification of Dialog Acts in Multiparty Meetings," in Proc. ICASSP-2006, Toulouse, France, 2006
12. Kolář, J., Shriberg, E., Liu, Y.: "Using Prosody for Automatic Sentence Segmentation of Multi-Party Meetings," in Text, Speech and Dialogue (TSD) 2006, Brno, Czech Republic, 2006
13. D. Hirst and A. Di Cristo (eds.): Intonation Systems, Cambridge University Press, Cambridge, 1998.
14. Ostendorf, M. and Veilleux, N.: "A Hierarchical Stochastic Model for Automatic Prediction of Prosodic Boundary Locations," in Computational Linguistics, 20 (1), pp. 27-54, 1994.
15. Janin, A. et al.: "The ICSI Meeting Corpus," in Proc. ICASSP-2003, Hong Kong, 2003
16. Dhillon, R. et al.: Meeting Recorder Project: Dialog Act Labeling Guide, ICSI Technical Report TR-04-02, ICSI, Berkeley, USA, 2004
17. Buckow, J. et al.: "Fast and Robust Features for Prosodic Classification," in Proc. TSD'99 Marienbad, Springer Verl., Berlin, 1999
18. Breiman, L.: "Bagging Predictors," in Machine Learning 24(2), pp. 123-140, 1996
19. Liu, Y. et al.: "A Study in Machine Learning from Imbalanced Data for Sentence Boundary Detection in Speech," in Computer Speech and Language, To Appear