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The USC CreativeIT database of multimodal dyadic interactions: from speech and full body motion capture to continuous emotional annotations
Journal article   Peer reviewed

The USC CreativeIT database of multimodal dyadic interactions: from speech and full body motion capture to continuous emotional annotations

Angeliki Metallinou, Zhaojun Yang, Chi-chun Lee, Carlos Busso, Sharon Carnicke and Shrikanth Narayanan
Language Resources and Evaluation
17/04/2015

Abstract

Continuous emotion Motion capture system Multimodal database Theatrical improvisations
Improvised acting is a viable technique to study expressive human communication and to shed light into actors’ creativity. The USC CreativeIT database provides a novel, freely-available multimodal resource for the study of theatrical improvisation and rich expressive human behavior (speech and body language) in dyadic interactions. The theoretical design of the database is based on the well-established improvisation technique of Active Analysis in order to provide naturally induced affective and expressive, goal-driven interactions. This database contains dyadic theatrical improvisations performed by 16 actors, providing detailed full body motion capture data and audio data of each participant in an interaction. The carefully engineered data collection, the improvisation design to elicit natural emotions and expressive speech and body language, as well as the well-developed annotation processes provide a gateway to study and model various aspects of theatrical performance, expressive behaviors and human communication and interaction. © 2015 Springer Science+Business Media Dordrecht

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