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Exploring Multiparty Casual Talk for Social Human-Machine Dialogue

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Speech and Computer (SPECOM 2017)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 10458))

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Abstract

Much talk between humans is casual and multiparty. It facilitates social bonding and mutual co-presence rather than strictly being used to exchange information in order to complete well-defined practical tasks. Artificial partners that are capable of participating as a speaker or listener in such talk would be useful for companionship, educational, and social contexts. However, such applications require dialogue structure beyond simple question/answer routines. While there is body of theory on multiparty casual talk, there is a lack of work quantifying such phenomena. This is critical if we are to manage and generate human machine multiparty casual talk. We outline the current knowledge on the structure of casual talk, describe our investigations in this domain, summarise our findings on timing, laughter, and disfluency in this domain, and discuss how they can inform the design and implementation of truly social machine dialogue partners.

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References

  1. Allen, J., Byron, D., Dzikovska, M., Ferguson, G., Galescu, L., Stent, A.: An architecture for a generic dialogue shell. Nat. Lang. Eng. 6(3&4), 213–228 (2000)

    Article  Google Scholar 

  2. Allwood, J., Björnberg, M., Grönqvist, L., Ahlsén, E., Ottesjö, C.: The spoken language corpus at the department of linguistics, Göteborg University. In: FQS-Forum Qualitative Social Research, vol. 1 (2000). http://www.ling.gu.se/~jens/publications/bfiles/B45.pdf

  3. Anderson, A., Bader, M., Bard, E., Boyle, E., Doherty, G., Garrod, S., Isard, S., Kowtko, J., McAllister, J., Miller, J., et al.: The HCRC map task corpus. Lang. Speech 34(4), 351–366 (1991)

    Article  Google Scholar 

  4. Aubrey, A.J., Marshall, D., Rosin, P.L., Vandeventer, J., Cunningham, D.W., Wallraven, C.: Cardiff conversation database (CCDb): a database of natural dyadic conversations. In: 2013 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), pp. 277–282, June 2013

    Google Scholar 

  5. Baron, D., Shriberg, E., Stolcke, A.: Automatic punctuation and disfluency detection in multi-party meetings using prosodic and lexical cues. Channels 20(61), 41 (2002)

    Google Scholar 

  6. Beattie, G.: Talk: an Analysis of Speech and Non-verbal Behaviour in Conversation. Open University Press, Milton Keynes (1983)

    Google Scholar 

  7. Bickmore, T., Cassell, J.: Social dialogue with embodied conversational agents. In: van Kuppevelt, J., Dybkjaer, L., Bernsen, N. (eds.) Advances in Natural Multimodal Dialogue Systems, pp. 23–54. Kluwer, New York (2005)

    Chapter  Google Scholar 

  8. BNC-Consortium: British national corpus (2000). URL http://www.hcu.ox.ac.uk/BNC

  9. Boersma, P., Weenink, D.: Praat: doing phonetics by computer [Computer program], Version 5.1. 44 (2010)

    Google Scholar 

  10. Bonin, F., Campbell, N., Vogel, C.: Laughter and topic changes: temporal distribution and information flow. In: 2012 IEEE 3rd International Conference on Cognitive Infocommunications (CogInfoCom), pp. 53–58 (2012)

    Google Scholar 

  11. Bonin, F., Campbell, N., Vogel, C.: Temporal distribution of laughter in conversation. In: Proceedings of the Third Interdisciplinary Workshop on Laughter and other Non-Verbal Vocalization in Speech, pp. 25–26 (2012)

    Google Scholar 

  12. Campbell, N.: Multimodal processing of discourse information, the effect of synchrony. In: Second International Symposium on Universal Communication, ISUC 2008, pp. 12–15 (2008)

    Google Scholar 

  13. Campbell, N.: Approaches to conversational speech rhythm: speech activity in two-person telephone dialogues. In: Proceedings of XVIth International Congress of the Phonetic Sciences, Saarbrucken, Germany, pp. 343–348 (2007). http://www.icphs2007.de/conference/Papers/1775/1775.pdf

  14. Cheepen, C.: The Predictability of Informal Conversation. Pinter, London (1988)

    Google Scholar 

  15. DuBois, J.W., Chafe, W.L., Meyer, C., Thompson, S.A.: Santa Barbara corpus of spoken american english. Linguistic Data Consortium, CD-ROM, Philadelphia (2000)

    Google Scholar 

  16. Edlund, J., Beskow, J., Elenius, K., Hellmer, K., Strömbergsson, S., House, D.: Spontal: a swedish spontaneous dialogue corpus of audio, video and motion capture. In: LREC (2010)

    Google Scholar 

  17. Eggins, S., Slade, D.: Analysing Casual Conversation. Equinox Publishing Ltd., Sheffield (2004)

    Google Scholar 

  18. Gilmartin, E., Bonin, F., Cerrato, L., Vogel, C., Campbell, N.: What’s the game and who’s got the ball? genre in spoken interaction. In: 2015 AAAI Spring Symposium Series (2015)

    Google Scholar 

  19. Gilmartin, E., Bonin, F., Vogel, C., Campbell, N.: Laugher and topic transition in multiparty conversation. In: Proceedings of the SIGDIAL 2013 Conference, pp. 304–308. Association for Computational Linguistics, Metz, August 2013

    Google Scholar 

  20. Gilmartin, E., Campbell, N.: Capturing chat: annotation and tools for multiparty casual conversation. In: Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC 2016) (2016)

    Google Scholar 

  21. Gilmartin, E., Vogel, C., Campbell, N.: Disfluency in multiparty social talk. In: Proceedings of DISS 2015, Edinburgh (2015)

    Google Scholar 

  22. Godfrey, J.J., Holliman, E.C., McDaniel, J.: SWITCHBOARD: telephone speech corpus for research and development. In: 1992 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP-92, vol. 1, pp. 517–520 (1992)

    Google Scholar 

  23. Greenbaum, S.: ICE: the international corpus of english. Engl. Today 28(7.4), 3–7 (1991)

    Article  Google Scholar 

  24. Hennig, S., Chellali, R., Campbell, N.: The D-ANS corpus: the Dublin-Autonomous Nervous System corpus of biosignal and multimodal recordings of conversational speech. Reykjavik, Iceland (2014)

    Google Scholar 

  25. Janin, A., Baron, D., Edwards, J., Ellis, D., Gelbart, D., Morgan, N., Peskin, B., Pfau, T., Shriberg, E., Stolcke, A.: The ICSI meeting corpus. In: 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, Proceedings, ICASSP 2003, vol. 1, pp. I-364 (2003)

    Google Scholar 

  26. Laskowski, K.: Predicting, detecting and explaining the occurrence of vocal activity in multi-party conversation. Ph.D. thesis, Carnegie Mellon University (2011)

    Google Scholar 

  27. Laskowski, K., Burger, S.: Analysis of the occurrence of laughter in meetings. In: INTERSPEECH, pp. 1258–1261 (2007)

    Google Scholar 

  28. Laver, J.: Communicative functions of phatic communion. In: Organization of Behavior in Face-to-Face Interaction, pp. 215–238 (1975)

    Google Scholar 

  29. McCowan, I., Carletta, J., Kraaij, W., Ashby, S., Bourban, S., Flynn, M., Guillemot, M., Hain, T., Kadlec, J., Karaiskos, V.: The AMI meeting corpus. In: Proceedings of the 5th International Conference on Methods and Techniques in Behavioral Research. vol. 88 (2005)

    Google Scholar 

  30. Oertel, C., Cummins, F., Edlund, J., Wagner, P., Campbell, N.: D64: a corpus of richly recorded conversational interaction. J. Multimodal User Interfaces 7, 1–10 (2010)

    Google Scholar 

  31. Paggio, P., Allwood, J., Ahlsén, E., Jokinen, K.: The NOMCO multimodal Nordic resource-goals and characteristics (2010). http://bada.hb.se/handle/2320/7400

  32. Schneider, K.P.: Small Talk: Analysing Phatic Discourse, vol. 1. Hitzeroth, Marburg (1988)

    Google Scholar 

  33. Ventola, E.: The structure of casual conversation in English. J. Pragmatics 3(3), 267–298 (1979)

    Article  Google Scholar 

  34. Wilson, J.: On the Boundaries of Conversation, vol. 10. Pergamon Press, Pergamon (1989)

    Google Scholar 

  35. Wittenburg, P., Brugman, H., Russel, A., Klassmann, A., Sloetjes, H.: Elan: a professional framework for multimodality research. In: Proceedings of LREC, vol. 2006 (2006)

    Google Scholar 

  36. Yu, Z., Xu, Z., Black, A.W., Rudnicky, A.: Strategy and policy learning for non-task-oriented conversational systems. In: Proceedings of the 17th Annual Meeting of the Special Interest Group on Discourse and Dialogue (2016)

    Google Scholar 

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Acknowledgements

This work is supported by the European Coordinated Research on Long-term Challenges in Information and Communication Sciences and Technologies ERA-NET (CHISTERA) JOKER project, JOKe and Empathy of a Robot/ECA: Towards social and affective relations with a robot, and by the Speech Communication Lab, Trinity College Dublin, and by Science Foundation Ireland funding for ADAPT (13/RC/2106) at Trinity College Dublin.

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Gilmartin, E., Cowan, B.R., Vogel, C., Campbell, N. (2017). Exploring Multiparty Casual Talk for Social Human-Machine Dialogue. In: Karpov, A., Potapova, R., Mporas, I. (eds) Speech and Computer. SPECOM 2017. Lecture Notes in Computer Science(), vol 10458. Springer, Cham. https://doi.org/10.1007/978-3-319-66429-3_36

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  • DOI: https://doi.org/10.1007/978-3-319-66429-3_36

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