Predicting the Attitude Flow in Dialogue Based on Multi-Modal Speech Cues

Peter Juel Henrichsen, Jens Allwood

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningpeer review

    Abstrakt

    We present our experiments on attitude detection based on annotated multi-modal dialogue data1. Our long-term goal is to establish a computational model able to predict the attitudinal patterns in humanhuman dialogue. We believe, such prediction algorithms are useful tools in the pursuit of realistic discourse behavior in conversational agents and other intelligent man-machine interfaces. The present paper deals with two important subgoals in particular: How to establish a meaningful and consistent set of annotation categories for attitude annotation, and how to relate the annotation data to the
    recorded data (audio and video) in computational models of attitude prediction. We present our current results including a recommended set of analytical annotation labels and a recommended setup for extracting linguistically meaningful data even from noisy audio and video signals.
    OriginalsprogEngelsk
    TitelNEALT2012 : Proceedings of the 4th Nordic Symposium on Multimodal Communication, Nov. 15-16, Gothenburg, Sweden
    RedaktørerJens Allwood, Elisabeth Ahlsén, Patrizia Paggio, Kristiina Jokinen
    Udgivelses stedGöteborg
    ForlagGöteborg Universitet
    Publikationsdato2013
    Sider47-53
    StatusUdgivet - 2013
    BegivenhedThe 4th Nordic Symposium on Multimodal Communication - University of Gothenburg, Gothenburg, Sverige
    Varighed: 15 nov. 201216 nov. 2012
    Konferencens nummer: 4

    Konference

    KonferenceThe 4th Nordic Symposium on Multimodal Communication
    Nummer4
    LokationUniversity of Gothenburg
    LandSverige
    ByGothenburg
    Periode15/11/201216/11/2012
    NavnLinköping Electronic Conference Proceedings
    Nummer93
    ISSN1650-3686

    Emneord

    • Attitude detection
    • Prediction of attitude flow
    • Attitude annotation
    • Multimodal speech cues

    Citationsformater

    Juel Henrichsen, P., & Allwood, J. (2013). Predicting the Attitude Flow in Dialogue Based on Multi-Modal Speech Cues. I J. Allwood, E. Ahlsén, P. Paggio, & K. Jokinen (red.), NEALT2012: Proceedings of the 4th Nordic Symposium on Multimodal Communication, Nov. 15-16, Gothenburg, Sweden (s. 47-53). Göteborg Universitet. Linköping Electronic Conference Proceedings, Nr. 93 http://www.ep.liu.se/ecp/093/ecp12093.pdf