Making grounding decisions: Data-driven estimation of dialogue costs and confidence thresholds

Proceedings of the 8th SIGdial Workshop on Discourse and Dialogue

Volumn , Issue , 2007, Pages 206-210

  Skantze, Gabriel ^a  

^a ROYAL INSTITUTE OF TECHNOLOGY   (Sweden)

Author keywords

[No Author keywords available]

Indexed keywords

CONFIDENCE THRESHOLD; DATA-DRIVEN; DECISION-THEORETIC; INFORMATION GAIN; SPOKEN DIALOGUE SYSTEM; TASK ANALYSIS;

JOB ANALYSIS; SPEECH RECOGNITION;

SPEECH PROCESSING;

EID: 84857743884     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

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2. Bohus, D., & Rudnicky, A. (2005). A principled approach for rejection threshold optimization in spoken dialog systems. In Proceedings of Interspeech-2005. Lisbon, Portugal.
3. Bouwman, G., & Hulstijn, J. (1998). Dialogue strategy redesign with reliability measures. In Proceedings of the First International Conference on Language Resources and Evaluation. Granada, Spain.
4. Bouwman, G., Sturm, J., & Boves, L. (1999). Incorporating confidence measures in the dutch train timetable information system developed in the Arise project. In Proceedings of ICASSP'99.
5. Clark, H. (1996). Using language. Cambridge University Press.
6. Edlund, J., Skantze, G., & Carlson, R. (2004). Higgins - a spoken dialogue system for investigating error handling techniques. In Proceedings of ICSLP. Jeju, Korea.
7. Jiang, H. (2005). Confidence measures for speech recognition: A survey. Speech Communication, 45(4).
8. Paek, T., & Horvitz, E. (2003). On the utility of decision-theoretic hidden subdialog. In ISCA Workshop on Error Handling in Spoken Dialogue Systems.
9. Skantze, G. (in press). Galatea: A discourse modeller supporting concept-level error handling in spoken dialogue systems. To be published in Dybkjær, L., & Minker, W. (Eds.), Recent Trends in Discourse and Dialogue. Springer.
10. Williams, J. D., & Young, S. (2007). Partially observable markov decision processes for spoken dialog systems. Computer Speech and Language, 21(2).