Abstract
The goal of this paper is to present a firststep toward integrating Incremental SpeechRecognition (ISR) and Partially-ObservableMarkov Decision Process (POMDP) based dialoguesystems. The former provides supportfor advanced turn-taking behavior whilethe other increases the semantic accuracy ofspeech recognition results. We present an IncrementalInteraction Manager that supportsthe use of ISR with strictly turn-based dialoguemanagers. We then show that usinga POMDP-based dialogue manager with ISRsubstantially improves the semantic accuracyof the incremental results.
Original language | English (US) |
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Title of host publication | SIGDIAL 2012 - 13th Annual Meeting of the Special Interest Group on Discourse and Dialogue, Proceedings of the Conference |
Publisher | Association for Computational Linguistics (ACL) |
Pages | 275-279 |
Number of pages | 5 |
ISBN (Electronic) | 9781937284442 |
State | Published - 2012 |
Event | 13th Annual Meeting of the Special Interest Group on Discourse and Dialogue, SIGDIAL 2012 - Seoul, Korea, Republic of Duration: Jul 5 2012 → Jul 6 2012 |
Other
Other | 13th Annual Meeting of the Special Interest Group on Discourse and Dialogue, SIGDIAL 2012 |
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Country/Territory | Korea, Republic of |
City | Seoul |
Period | 7/5/12 → 7/6/12 |
ASJC Scopus subject areas
- Computer Graphics and Computer-Aided Design
- Computer Vision and Pattern Recognition
- Modeling and Simulation
- Human-Computer Interaction