publication . Doctoral thesis . 2016

Modelling Engagement in Multi-Party Conversations : Data-Driven Approaches to Understanding Human-Human Communication Patterns for Use in Human-Robot Interactions

Oertel, Catharine;
Open Access English
  • Published: 01 Jan 2016
  • Publisher: KTH, Tal, musik och hörsel, TMH
  • Country: Sweden
Abstract
The aim of this thesis is to study human-human interaction in order to provide virtual agents and robots with the capability to engage into multi-party-conversations in a human-like-manner. The focus lies with the modelling of conversational dynamics and the appropriate realization of multi-modal feedback behaviour. For such an undertaking, it is important to understand how human-human communication unfolds in varying contexts and constellations over time. To this end, multi-modal human-human corpora are designed as well as annotation schemes to capture conversational dynamics are developed. Multi-modal analysis is carried out and models are built. Emphasis is p...
Subjects
free text keywords: Engineering and Technology, Teknik och teknologier
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166 references, page 1 of 12

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Edlund, J., Oertel, C., & Gustafson, J. (2012). Investigating negotiation for load-time in the GetHomeSafe project. Paper presented at the Workshop on Innovation and Applications in Speech Technology (IAST), Dublin, Ireland.

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Koutsombogera, M., Al Moubayed, S., Bollepalli, B., Hussen, A., Oertel, C., Stefanov, K., & Varol, G. (2014). The Tutorbot Corpus―A Corpus for Studying Tutoring Behaviour in Multiparty Face-to-Face Spoken Dialogue. Paper presented at the LREC 2014. [OpenAIRE]

Oertel, C. (2013). Towards developing a model for group involvement and individual engagement. Paper presented at the Doctoral Consortium at ICMI 2013, Syndney, Australia.

Oertel, C., Cummins, F., Campbell, N., Edlund, J., & Wagner, P. (2010). D64: A Corpus of Richly Recorded Conversational Interaction. Paper presented at the Multimodal Corpora: Advances in Capturing, Coding and Analyzing Multimodality, Valetta, Malta.

Oertel, C., Looze, C. D., Vaughan, B., Gilmartin, E., & Wagner, P. (2011a). Using Hotspots as a Novel Method for Accessing Key Events in a Large Multi-Modal Corpus. Paper presented at the New Tools and Methods for Very-Large-Scale Phonetics Research, Pennsylvania, USA. [OpenAIRE]

Oertel, C., Scherer, S., & Campbell, N. (2011b). On the use of multimodal cues for the prediction of involvement in spontaneous conversation. Paper presented at the Interspeech, Florence, Italy.

Oertel, C., Wlodarczak, M., Edlund, J., Wagner, P., & Gustafson, J. (2012a). Gaze Patterns in Turn-Taking. Paper presented at the Interspeech 2012, Portland, USA.

166 references, page 1 of 12
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