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Modeling the Semantic Coordination of Speech and Gesture under Cognitive and Linguistic Constraints

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Intelligent Virtual Agents (IVA 2013)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 8108))

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Abstract

This paper addresses the semantic coordination of speech and gesture, a major prerequisite when endowing virtual agents with convincing multimodal behavior. Previous research has focused on building rule- or data-based models specific for a particular language, culture or individual speaker, but without considering the underlying cognitive processes. We present a flexible cognitive model in which both linguistic as well as cognitive constraints are considered in order to simulate natural semantic coordination across speech and gesture. An implementation of this model is presented and first simulation results, compatible with empirical data from the literature are reported.

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References

  1. Anderson, J., Bothell, D., Byrne, M., Lebiere, C., Qin, Y.: An integrated theory of the mind. Psychological Review 111(4), 1036–1060 (2004)

    Article  Google Scholar 

  2. Bavelas, J., Kenwood, C., Johnson, T., Philips, B.: An experimental study of when and how speakers use gestures to communicate. Gesture 2(1), 1–17 (2002)

    Article  Google Scholar 

  3. Bergmann, K., Eyssel, F., Kopp, S.: A second chance to make a first impression? How appearance and nonverbal behavior affect perceived warmth and competence of virtual agents over time. In: Nakano, Y., Neff, M., Paiva, A., Walker, M. (eds.) IVA 2012. LNCS, vol. 7502, pp. 126–138. Springer, Heidelberg (2012)

    Chapter  Google Scholar 

  4. Bergmann, K., Kopp, S.: Verbal or visual: How information is distributed across speech and gesture in spatial dialog. In: Proceedings of SemDial 2006, pp. 90–97 (2006)

    Google Scholar 

  5. Bergmann, K., Kopp, S.: GNetIc – Using Bayesian decision networks for iconic gesture generation. In: Ruttkay, Z., Kipp, M., Nijholt, A., Vilhjálmsson, H.H. (eds.) IVA 2009. LNCS, vol. 5773, pp. 76–89. Springer, Heidelberg (2009)

    Chapter  Google Scholar 

  6. Bergmann, K., Kopp, S.: Gestural alignment in natural dialogue. In: Proceedings of the 34th Annual Conference of the Cognitive Science Society (CogSci 2013), pp. 1326–1331. Cognitive Science Society, Austin (2012)

    Google Scholar 

  7. Bergmann, K., Kopp, S., Eyssel, F.: Individualized gesturing outperforms average gesturing – evaluating gesture production in virtual humans. In: Allbeck, J., Badler, N., Bickmore, T., Pelachaud, C., Safonova, A. (eds.) IVA 2010. LNCS, vol. 6356, pp. 104–117. Springer, Heidelberg (2010)

    Google Scholar 

  8. Breslow, L., Harrison, A., Trafton, J.: Linguistic spatial gestures. In: Proceedings of Cognitive Modeling 2010, pp. 13–18 (2010)

    Google Scholar 

  9. Cassell, J., Stone, M., Yan, H.: Coordination and context-dependence in the generation of embodied conversation. In: Proceedings of the First International Conference on Natural Language Generation (2000)

    Google Scholar 

  10. Cassell, J., Vilhjálmsson, H., Bickmore, T.: BEAT: The behavior expression animation toolkit. In: Proceedings of SIGGRAPH 2001, New York, NY, pp. 477–486 (2001)

    Google Scholar 

  11. Collins, A.M., Loftus, E.F.: A spreading-activation theory of semantic processing. Psychological Review 82(6), 407–428 (1975)

    Article  Google Scholar 

  12. Endrass, B., Damian, I., Huber, P., Rehm, M., André, E.: Generating culture-specific gestures for virtual agent dialogs. In: Allbeck, J., Badler, N., Bickmore, T., Pelachaud, C., Safonova, A. (eds.) IVA 2010. LNCS, vol. 6356, pp. 329–335. Springer, Heidelberg (2010)

    Google Scholar 

  13. Hostetter, A., Alibali, M.: Raise your hand if you’re spatial—relations between verbal and spatial skills and gesture production. Gesture 7, 73–95 (2007)

    Article  Google Scholar 

  14. Hostetter, A., Alibali, M.: Cognitive skills and gesture-speech redundancy. Gesture 11(1), 40–60 (2011)

    Article  Google Scholar 

  15. Kita, S., Özyürek, A.: What does cross-linguistic variation in semantic coordination of speech and gesture reveal?: Evidence for an interface representation of spatial thinking and speaking. Journal of Memory and Language 48, 16–32 (2003)

    Article  Google Scholar 

  16. Kita, S., Özyürek, A., Allen, S., Brown, A., Furman, R., Ishizuka, T.: Relations between syntactic encoding and co-speech gestures: Implications for a model of speech and gesture production. Language and Cognitive Processes 22, 1212–1236 (2007)

    Article  Google Scholar 

  17. Kita, S., Davies, T.S.: Competing conceptual representations trigger co-speech representational gestures. Language and Cognitive Processes 24(5), 761–775 (2009)

    Article  Google Scholar 

  18. Kopp, S., Bergmann, K.: Automatic and strategic alignment of co-verbal gestures in dialogue. In: Wachsmuth, I., de Ruiter, J., Jaecks, P., Kopp, S. (eds.) Alignment in Communication: Towards a New Theory of Communication, ch. 6. John Benjamins, Amsterdam (in press)

    Google Scholar 

  19. Kopp, S., Bergmann, K., Kahl, S.: A spreading-activation model of the semantic coordination of speech and gesture. In: Proceedings of the 35th Annual Conference of the Cognitive Science Society (CogSci 2013). Cognitive Science Society, Austin (in press, 2013)

    Google Scholar 

  20. Kopp, S., Tepper, P., Ferriman, K., Striegnitz, K., Cassell, J.: Trading spaces: How humans and humanoids use speech and gesture to give directions. In: Nishida, T. (ed.) Conversational Informatics, pp. 133–160. John Wiley, New York (2007)

    Chapter  Google Scholar 

  21. Kraemer, N., Bente, G.: Personalizing e-learning. The social effects of pedagogical agents. Educational Psycholoy Review 22, 71–87 (2010)

    Google Scholar 

  22. Lee, J., Marsella, S.: Nonverbal behavior generator for embodied conversational agents. In: Gratch, J., Young, M., Aylett, R.S., Ballin, D., Olivier, P. (eds.) IVA 2006. LNCS (LNAI), vol. 4133, pp. 243–255. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  23. Levelt, W.J.M.: Speaking: From intention to articulation. MIT Press (1989)

    Google Scholar 

  24. McNeill, D., Duncan, S.: Growth points in thinking-for-speaking. In: Language and Gesture, pp. 141–161. Cambridge University Press, Cambridge (2000)

    Chapter  Google Scholar 

  25. Melinger, A., Kita, S.: Conceptualisation load triggers gesture production. Language and Cognitive Processes 22(4), 473–500 (2007)

    Article  Google Scholar 

  26. Neff, M., Kipp, M., Albrecht, I., Seidel, H.P.: Gesture modeling and animation based on a probabilistic re-creation of speaker style. ACM Transactions on Graphics 27(1), 1–24 (2008)

    Article  Google Scholar 

  27. Özyürek, A.: Speech-gesture relationship across languages and in second language learners: Implications for spatial thinking and speaking. In: Proceedings of the 26th Boston University Conference on Language Development, pp. 500–509 (2002)

    Google Scholar 

  28. Sowa, T., Kopp, S.: A cognitive model for the representation and processing of shape-related gestures. In: Proc. European Cognitive Science Conference (2003)

    Google Scholar 

  29. Swets, B., Jacovina, M.E., Gerrig, R.J.: Effects of conversational pressures on speech planning. Discourse Processes 50(1), 23–51 (2013)

    Article  Google Scholar 

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Author information

Authors and Affiliations

  1. SFB 673, CITEC, Faculty of Technology, Bielefeld University, Germany

    Kirsten Bergmann, Sebastian Kahl & Stefan Kopp

Authors
  1. Kirsten Bergmann
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  2. Sebastian Kahl
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  3. Stefan Kopp
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Editor information

Editors and Affiliations

  1. MACS, Heriot-Watt University, Riccarton, EH14 4AS, Edinburgh, UK

    Ruth Aylett

  2. Austrian Research Institute for Artificial Intelligence (OFAI), 1010, Vienna, Austria

    Brigitte Krenn

  3. CNRS-LTCI, Telecom-ParisTech, 75014, Paris, France

    Catherine Pelachaud

  4. School of Informatics, The University of Edinburgh, EH8 9LW, Edinburgh, UK

    Hiroshi Shimodaira

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Bergmann, K., Kahl, S., Kopp, S. (2013). Modeling the Semantic Coordination of Speech and Gesture under Cognitive and Linguistic Constraints. In: Aylett, R., Krenn, B., Pelachaud, C., Shimodaira, H. (eds) Intelligent Virtual Agents. IVA 2013. Lecture Notes in Computer Science(), vol 8108. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-40415-3_18

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  • DOI: https://doi.org/10.1007/978-3-642-40415-3_18

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-40414-6

  • Online ISBN: 978-3-642-40415-3

  • eBook Packages: Computer ScienceComputer Science (R0)

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