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) |
|---|---|
| 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 |
|---|---|
| Country | 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
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Cite this
Selfridge, E. O., Arizmendi, I., Heeman, P., & Williams, J. D. (2012). Integrating incremental speech recognition and POMDP-based dialogue systems. In SIGDIAL 2012 - 13th Annual Meeting of the Special Interest Group on Discourse and Dialogue, Proceedings of the Conference (pp. 275-279). Association for Computational Linguistics (ACL).