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Conversational Entrainment in the Use of Discourse Markers

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Recent Advances of Neural Network Models and Applications

Part of the book series: Smart Innovation, Systems and Technologies ((SIST,volume 26))

Abstract

Entrainment is the tendency for participants in conversations to develop behaviour similar to one another in multiple dimensions. The degree of such entrainment is linked to the emotional state and empathy of the speakers and people who entrain to their conversational partners are seen as more socially attractive, likeable, competent, more intimate, and the interactions with such partners as more successful. It is thus important that ICT interfaces for supporting wellbeing and empathy employ also some module of entrainment.

In this paper we analyze entrainment in the acoustic, prosodic and pragmatic domains connected to the use of Slovak discourse marker ‘no’ in the spoken modality of task-oriented collaborative dialogues. We analyze how speaking behaviour changes due to interacting with a different partner, and consequently, how entrainment is employed. We use acoustic and prosodic information extracted from the signal and labelled pragmatic functions of the marker (including acknowledgment, backchannel, reservation, topic shift, etc.). Results suggest a varied picture with both entrainment and disentrainment present in the data. Regarding the relationship between entrainment in acoustic-prosodic features and more cognitively complex features of pragmatic meaning and discourse functions, we found both matches and mismatches between the two.

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References

  1. Bell, L., Gustafson, J., Heldner, M.: Prosodic adaptation in human-computer interaction. In: Proceedings of 15th ICPhS (2003)

    Google Scholar 

  2. Beňuš, Š.: Prosodic forms and pragmatic meanings: the case of the discourse marker ‘no’ in Slovak. In: Proceedings of CogInfoCom (2012)

    Google Scholar 

  3. Boersma, P., Weenink, D.: Praat: doing phonetics with computer, http://www.praat.org

  4. Bull, M., Aylett, M.: An analysis of the timing of turn-taking in a corpus of goal-oriented dialogue. In: Proceedings of ICSLP (1998)

    Google Scholar 

  5. Chartrand, T., Bargh, J.: The chameleon effect: The perception-behavior link and social interaction. Journal of Personality and Social Psychology 76, 893–910 (1999)

    Article  Google Scholar 

  6. Coulston, R., Oviatt, S., Darves, C.: Amplitude convergence in children’s conversational speech with animated personas. In: Proceedings of ICSLP (2002)

    Google Scholar 

  7. Delvaux, V., Soquet, A.: The Influence of Ambient Speech on Adult Speech Productions through Unintentional Imitation. Phonetica 64, 145–173 (2007)

    Article  Google Scholar 

  8. Gravano, A., Hirschberg, J., Beňuš, Š.: Affirmative cue words in task-oriented dialogue. Computational Linguistics 38(1), 1–39 (2012)

    Article  Google Scholar 

  9. Gravano, A., Benus, S., Chávez, H., Hirschberg, J., Wilcox, L.: On the role of context and prosody in the interpretation of okay. In: Proceedings of ACL, pp. 800–807 (2007)

    Google Scholar 

  10. Hirschberg, J.: Speaking More Like You: Entrainment in Conversational Speech. In: Proceedings of Interspeech, pp. 27–31 (2011)

    Google Scholar 

  11. Levitan, R., Hirschberg, J.: Measuring acoustic-prosodic entrainment with respect to multiple levels and dimensions. In: Proceedings of Interspeech (2011)

    Google Scholar 

  12. Nass, C., Moon, Y., Fogg, B.J., Reeves, B., Dryer, D.C.: Can computer personalities be human personalities? International Journal of Human-Computer Studies 43(2), 223–239 (1995)

    Article  Google Scholar 

  13. Nenkova, A., Gravano, A., Hirschberg, J.: High frequency word entrainment in spoken dialogue. In: Proceedings of ACL/HLT, pp. 169–172 (2008)

    Google Scholar 

  14. Nielsen, K.: Implicit Phonetic Imitation is constrained by Phonemic Contrast. In: Proceedings of the 16th ICPhS (2007)

    Google Scholar 

  15. Pardo, J.: On phonetic convergence during conversational interaction. Journal of Acoustical Society of America 119(4), 2382–2393 (2006)

    Article  Google Scholar 

  16. Pentland, A.: To Signal Is Human. American Scientist 98, 204–210 (2010)

    Google Scholar 

  17. Pickering, M., Garrod, S.: Toward a mechanistic psychology of dialogue. Behavioral and Brain Sciences 27, 169–226 (2004)

    Google Scholar 

  18. Redeker, G.: Review article: Linguistic markers of linguistic structure. Linguistics 29(6), 1139–1172 (1991)

    Google Scholar 

  19. Stoyanchev, S., Stent, A.: Lexical and syntactic priming and their impact in deployed spoken dialogue systems. In: Proceedings of NAACL (2009)

    Google Scholar 

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Correspondence to Štefan Beňuš .

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Beňuš, Š. (2014). Conversational Entrainment in the Use of Discourse Markers. In: Bassis, S., Esposito, A., Morabito, F. (eds) Recent Advances of Neural Network Models and Applications. Smart Innovation, Systems and Technologies, vol 26. Springer, Cham. https://doi.org/10.1007/978-3-319-04129-2_34

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  • DOI: https://doi.org/10.1007/978-3-319-04129-2_34

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-04128-5

  • Online ISBN: 978-3-319-04129-2

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