Identifying agreement/disagreement in conversational speech: A cross-lingual study

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

Volumn , Issue , 2011, Pages 3093-3096

  Wang, Wen ^a   Precoda, Kristin ^a   Richey, Colleen ^a   Raymond, Geoffrey ^b  

^a SRI INTERNATIONAL   (United States)

^b UNIVERSITY OF CALIFORNIA   (United States)

Author keywords

Agreement disagreement detection; Conditional random fields; Feature analysis; Sampling approaches

Indexed keywords

BROADCAST CONVERSATION; CONDITIONAL RANDOM FIELD; CROSS-LINGUAL; FEATURE ANALYSIS; FEATURE GROUPS; IMBALANCED DATA; PROSODIC FEATURES; SYSTEMATIC INVESTIGATIONS;

CONTENT BASED RETRIEVAL; RANDOM PROCESSES;

DATA HANDLING;

EID: 84865740656     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. D. Hillard, M. Ostendorf, and E. Shriberg, "Detection of agreement vs. disagreement in meetings: Training with unlabeled data", in Proceedings of HLT/NAACL, 2003.
2. M. Galley, K. McKeown, J. Hirschberg, and E. Shriberg, "Identifying agreement and disagreement in conversational speech: Use of bayesian networks to model pragmatic dependencies", in Proceedings of ACL, 2004.
3. S. Hahn, R. Ladner, and M. Ostendorf, "Agreement/disagreement classification: Exploiting unlabeled data using constraint classifiers", in Proceedings of HLT/NAACL, 2006.
4. A. Janin, D. Baron, J. Edwards, D. Ellis, D. Gelbart, N. Morgan, B. Peskin, T. Pfau, E. Shriberg, A. Stolcke, and C. Wooters, "The ICSI Meeting Corpus", in Proc. ICASSP, vol. 1, pp. 364-367, Hong Kong, Apr. 2003.
5. S. Germesin and T. Wilson, "Agreement detection in multiparty conversation", in Proceedings of International Conference on Multimodal Interfaces, 2009.
6. I. McCowan, J. Carletta, W. Kraaij, S. Ashby, S. Bourban, M. Flynn, M. Guillemot, T. Hain, J. Kadlec, V. Karaiskos, M. Kronenthal, G. Lathoud, M. Lincoln, A. Lisowska, W. Post, D. Reidsma, and P. Wellner, "The AMI meeting corpus", in Proceedings of Measuring Behavior 2005, the 5th International Conference on Methods and Techniques in Behavioral Research, 2005.
7. W. Wang, G. Tur, J. Zheng, and N. F. Ayan, "Automatic disfluency removal for improving spoken language translation", in Proc. ICASSP, 2010.
8. Y. Liu, E. Shriberg, A. Stolcke, D. Hillard, M. Ostendorf, and M. Harper, "Enriching speech recognition with automatic detection of sentence boundaries and disfluencies", IEEE Transactions on Audio, Speech, and Language Processing, vol. 14, pp. 1526-1540, Sep. 2006, Special Issue on Progress in Rich Transcription.
9. A. McCallum, "Mallet: A machine learning for language toolkit", 2002, http://mallet.cs.umass.edu.