Title :
Smart posterboard: Multi-modal sensing and analysis of poster conversations
Author :
Kawahara, Toshio
Author_Institution :
Acad. Center for Comput. & Media Studies, Kyoto Univ., Kyoto, Japan
fDate :
Oct. 29 2013-Nov. 1 2013
Abstract :
Conversations in poster sessions in academic events, referred to as poster conversations, pose interesting and challenging topics on multi-modal signal and information processing. This paper gives an overview of our project on the smart posterboard for multi-modal conversation analysis. The smart posterboard has multiple sensing devices to record poster conversations, so we can review who came to the poster and what kind of questions or comments he/she made. The conversation analysis combines speech and image processing such as head tracking, speech enhancement and speaker diarization. Moreover, we are also investigating high-level indexing of interest and comprehension level of the audience, based on their multi-modal behaviors during the conversation.
Keywords :
independent component analysis; object tracking; speech enhancement; ICA; head tracking; image processing; independent component analysis; information processing; multi-modal conversation analysis; multimodal sensing; poster conversations; smart posterboard; speaker diarization; speech enhancement; speech processing; Accuracy; Estimation; Head; Sensors; Speech; Speech enhancement; behavioral analysis; conversation analysis; multi-modal signal processing;
Conference_Titel :
Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2013 Asia-Pacific
Conference_Location :
Kaohsiung
DOI :
10.1109/APSIPA.2013.6694345