Utterance classification for combination of multiple simple dialog systems

Seong Jun Hahm; Akinori Ito; Kentaro Awano; Masashi Ito; Shozo Makino

doi:10.1109/ISPAW.2011.74

Utterance classification for combination of multiple simple dialog systems

Seong Jun Hahm, Akinori Ito, Kentaro Awano, Masashi Ito, Shozo Makino

ENG - Communications Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2 Citations (Scopus)

Abstract

This paper describes an utterance classification method for combining multiple dialog systems. For reducing effort of developing spoken dialog systems, several dialog systems have been proposed that do not require complicated dialog description. However, these systems are so simple that only very limited type of dialogs are accepted by these systems. We propose a spoken dialog development by combining these simple dialog systems for developing a dialog system that accepts more flexible dialogs. Combination of dialog systems is based on utterance classification. We conducted an utterance classification experiment, and 77.1% of the utterances including out-of-task utterances were correctly classified.

Original language	English
Title of host publication	Proceedings - 9th IEEE International Symposium on Parallel and Distributed Processing with Applications Workshops, ISPAW 2011 - ICASE 2011, SGH 2011, GSDP 2011
Pages	171-176
Number of pages	6
DOIs	https://doi.org/10.1109/ISPAW.2011.74
Publication status	Published - 2011 Aug 29
Event	9th IEEE International Symposium on Parallel and Distributed Processing with Applications Workshops, ISPAW 2011 - 2011, ICASE 2011, SGH 2011, GSDP 2011 - Busan, Korea, Republic of Duration: 2011 May 26 → 2011 May 28

Publication series

Name	Proceedings - 9th IEEE International Symposium on Parallel and Distributed Processing with Applications Workshops, ISPAW 2011 - ICASE 2011, SGH 2011, GSDP 2011

Other

Other	9th IEEE International Symposium on Parallel and Distributed Processing with Applications Workshops, ISPAW 2011 - 2011, ICASE 2011, SGH 2011, GSDP 2011
Country/Territory	Korea, Republic of
City	Busan
Period	11/5/26 → 11/5/28

Keywords

Multi-domain dialog
Spoken dialog system
Task classification

ASJC Scopus subject areas

Computer Networks and Communications
Software

Access to Document

10.1109/ISPAW.2011.74

Cite this

Hahm, S. J., Ito, A., Awano, K., Ito, M., & Makino, S. (2011). Utterance classification for combination of multiple simple dialog systems. In Proceedings - 9th IEEE International Symposium on Parallel and Distributed Processing with Applications Workshops, ISPAW 2011 - ICASE 2011, SGH 2011, GSDP 2011 (pp. 171-176). [5951969] (Proceedings - 9th IEEE International Symposium on Parallel and Distributed Processing with Applications Workshops, ISPAW 2011 - ICASE 2011, SGH 2011, GSDP 2011). https://doi.org/10.1109/ISPAW.2011.74

Utterance classification for combination of multiple simple dialog systems. / Hahm, Seong Jun; Ito, Akinori; Awano, Kentaro et al.

Proceedings - 9th IEEE International Symposium on Parallel and Distributed Processing with Applications Workshops, ISPAW 2011 - ICASE 2011, SGH 2011, GSDP 2011. 2011. p. 171-176 5951969 (Proceedings - 9th IEEE International Symposium on Parallel and Distributed Processing with Applications Workshops, ISPAW 2011 - ICASE 2011, SGH 2011, GSDP 2011).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Hahm, SJ, Ito, A, Awano, K, Ito, M & Makino, S 2011, Utterance classification for combination of multiple simple dialog systems. in Proceedings - 9th IEEE International Symposium on Parallel and Distributed Processing with Applications Workshops, ISPAW 2011 - ICASE 2011, SGH 2011, GSDP 2011., 5951969, Proceedings - 9th IEEE International Symposium on Parallel and Distributed Processing with Applications Workshops, ISPAW 2011 - ICASE 2011, SGH 2011, GSDP 2011, pp. 171-176, 9th IEEE International Symposium on Parallel and Distributed Processing with Applications Workshops, ISPAW 2011 - 2011, ICASE 2011, SGH 2011, GSDP 2011, Busan, Korea, Republic of, 11/5/26. https://doi.org/10.1109/ISPAW.2011.74

Hahm SJ, Ito A, Awano K, Ito M, Makino S. Utterance classification for combination of multiple simple dialog systems. In Proceedings - 9th IEEE International Symposium on Parallel and Distributed Processing with Applications Workshops, ISPAW 2011 - ICASE 2011, SGH 2011, GSDP 2011. 2011. p. 171-176. 5951969. (Proceedings - 9th IEEE International Symposium on Parallel and Distributed Processing with Applications Workshops, ISPAW 2011 - ICASE 2011, SGH 2011, GSDP 2011). doi: 10.1109/ISPAW.2011.74

Hahm, Seong Jun ; Ito, Akinori ; Awano, Kentaro et al. / Utterance classification for combination of multiple simple dialog systems. Proceedings - 9th IEEE International Symposium on Parallel and Distributed Processing with Applications Workshops, ISPAW 2011 - ICASE 2011, SGH 2011, GSDP 2011. 2011. pp. 171-176 (Proceedings - 9th IEEE International Symposium on Parallel and Distributed Processing with Applications Workshops, ISPAW 2011 - ICASE 2011, SGH 2011, GSDP 2011).

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Utterance classification for combination of multiple simple dialog systems

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Keywords

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