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Building Autonomous Sensitive Artificial Listeners
Found in: IEEE Transactions on Affective Computing
By M. Schroder,E. Bevacqua,R. Cowie,F. Eyben,H. Gunes,D. Heylen,M. ter Maat,G. McKeown,S. Pammi,M. Pantic,C. Pelachaud,B. Schuller,E. de Sevin,M. Valstar,M. Wollmer
Issue Date:April 2012
pp. 165-183
This paper describes a substantial effort to build a real-time interactive multimodal dialogue system with a focus on emotional and nonverbal interaction capabilities. The work is motivated by the aim to provide technology with competences in perceiving an...
Context-Sensitive Learning for Enhanced Audiovisual Emotion Classification
Found in: IEEE Transactions on Affective Computing
By A. Metallinou,M. Wollmer,A. Katsamanis,F. Eyben,B. Schuller,S. Narayanan
Issue Date:April 2012
pp. 184-198
Human emotional expression tends to evolve in a structured manner in the sense that certain emotional evolution patterns, i.e., anger to anger, are more probable than others, e.g., anger to happiness. Furthermore, the perception of an emotional display can...