Bayesian dialogue system for the let's go spoken dialogue challenge

2010 IEEE Workshop on Spoken Language Technology, SLT 2010 - Proceedings

Volumn , Issue , 2010, Pages 460-465

  Thomson, B ^a   Yu, K ^a   Keizer, S ^a   Gasic M ^a   Jurcicek F ^a   Mairesse, F ^a   Young, S ^a  

^a UNIVERSITY OF CAMBRIDGE   (United Kingdom)

Author keywords

Dialogue management; Let's go; POMDP

Indexed keywords

BAYESIAN; DIALOGUE MANAGEMENT; DIALOGUE SYSTEMS; HUMAN EVALUATION; HUMAN USERS; IN-CONTROL; LET'S GO; POMDP; SPOKEN DIALOGUE; SPOKEN DIALOGUE SYSTEM;

SPEECH PROCESSING;

BAYESIAN NETWORKS;

EID: 79951788705     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SLT.2010.5700896     Document Type: Conference Paper

References (11)

1. S. Young, M. Gašić, S. Keizer, F. Mairesse, J. Schatzmann, B. Thomson, and K. Yu, "The hidden information state model: A practical framework for POMDPbased spoken dialogue management," Computer Speech & Language, 2010.
2. J. Williams, "Applying POMDPs to dialog systems in the troubleshooting domain," in Proc HLT/NAACL Workshop on Bridging the Gap: Academic and Industrial Research in Dialog Technology, 2007.
3. U. Syed and J. D Williams, "Using automatically transcribed dialogs to learn user models in a spoken dialog system," Proceedings of the ACL, 2008.
4. B. Thomson and S. Young, "Bayesian update of dialogue state: A POMDP framework for spoken dialogue systems," Computer Speech & Language, 2010.
5. S. Young, D. Kershaw, J. Odell, D. Ollason, V. Valtchev, and P. Woodland, The HTK Book Version 3.0, Cambridge University Press, 2000.
6. A. Raux, D. Bohus, B. Langner, A. W Black, and M. Eskenazi, "Doing research on a deployed spoken dialogue system: One year of Let's Go! experience," in Ninth International Conference on Spoken Language Processing, 2006.
7. B. Thomson, Statistical methods for spoken dialogue management, Ph.D. thesis, University of Cambridge, 2010.
8. France Telecom, "Baratinoo expressive speech synthesiser," 2009, Demonstration can be downloaded from: http://tts.elibel.tm.fr.
9. J. Schatzmann, B. Thomson, K. Weilhammer, H. Ye, and S. Young, "Agenda-based user simulation for bootstrapping a POMDP dialogue system," in Proceedings of HLT/NAACL, 2007.
10. A. Black, S. Burger, B. Langer, G. Parent, and M Eskenazi, "Spoken dialogue challenge 2010," in SLT Special Session: The spoken dialogue challenge, 2010.
11. D. Bohus and A. Rudnicky, "The RavenClaw dialog management framework: Architecture and systems," Computer Speech & Language, 2009.