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A Data-driven Model for Timing Feedback in a Map Task Dialogue System
KTH, School of Computer Science and Communication (CSC), Speech, Music and Hearing, TMH, Speech Communication and Technology.ORCID iD: 0000-0002-7412-0967
KTH, School of Computer Science and Communication (CSC), Speech, Music and Hearing, TMH, Speech Communication and Technology.ORCID iD: 0000-0002-8579-1790
KTH, School of Computer Science and Communication (CSC), Speech, Music and Hearing, TMH, Speech Communication and Technology.ORCID iD: 0000-0002-0397-6442
2013 (English)In: 14th Annual Meeting of the Special Interest Group on Discourse and Dialogue - SIGdial, Metz, France, 2013, 375-383 p.Conference paper, Published paper (Refereed)
Abstract [en]

We present a data-driven model for detecting suitable response locations in the user’s speech. The model has been trained on human–machine dialogue data and implemented and tested in a spoken dialogue system that can perform the Map Task with users. To our knowledge, this is the first example of a dialogue system that uses automatically extracted syntactic, prosodic and contextual features for online detection of response locations. A subjective evaluation of the dialogue system suggests that interactions with a system using our trained model were perceived significantly better than those with a system using a model that made decisions at random.

Place, publisher, year, edition, pages
Metz, France, 2013. 375-383 p.
National Category
Computer Science Language Technology (Computational Linguistics)
Identifiers
URN: urn:nbn:se:kth:diva-134935Scopus ID: 2-s2.0-84987925314OAI: oai:DiVA.org:kth-134935DiVA: diva2:668770
Conference
14th Annual Meeting of the Special Interest Group on Discourse and Dialogue - SIGdial
Note

tmh_import_13_12_02, tmh_id_3863. QC 20140320

Available from: 2013-12-02 Created: 2013-12-02 Last updated: 2014-03-20Bibliographically approved

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Meena, RaveeshSkantze, GabrielGustafson, Joakim

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CiteExportLink to record
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Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
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  • asciidoc
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