TY - GEN
T1 - The hinterland of emotions
T2 - 2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops, ACII 2009
AU - Steidl, Stefan
AU - Schuller, Björn
AU - Batliner, Anton
AU - Seppi, Dino
PY - 2009
Y1 - 2009
N2 - We first depict the challenge to address all non-prototypical varieties of emotional states signalled in speech in an open microphone setting, i. e. using all data recorded. In the remainder of the article, we illustrate promising strategies, using the FAU Aibo Emotion Corpus, by showing different degrees of classification performance for different degrees of prototypicality, and by elaborating on the use of ROC curves, classification confidences, and the use of correlation-based analyses.
AB - We first depict the challenge to address all non-prototypical varieties of emotional states signalled in speech in an open microphone setting, i. e. using all data recorded. In the remainder of the article, we illustrate promising strategies, using the FAU Aibo Emotion Corpus, by showing different degrees of classification performance for different degrees of prototypicality, and by elaborating on the use of ROC curves, classification confidences, and the use of correlation-based analyses.
UR - http://www.scopus.com/inward/record.url?scp=77949400109&partnerID=8YFLogxK
U2 - 10.1109/ACII.2009.5349499
DO - 10.1109/ACII.2009.5349499
M3 - Conference contribution
AN - SCOPUS:77949400109
SN - 9781424447992
T3 - Proceedings - 2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops, ACII 2009
BT - Proceedings - 2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops, ACII 2009
Y2 - 10 September 2009 through 12 September 2009
ER -