The Hinterland of Emotions: Facing the Open-Microphone Challenge

Steidl S, Schuller B, Batliner A, Seppi D (2009)

Publication Language: English

Publication Type: Conference contribution, Conference Contribution

Publication year: 2009

Original Authors: Steidl Stefan, Schuller Björn, Batliner Anton, Seppi Dino

Pages Range: 690-697

Conference Proceedings Title: Proceedings of ACII 2009

Event location: Amsterdam NL

URI: http://www5.informatik.uni-erlangen.de/Forschung/Publikationen/2009/Steidl09-THO.pdf

Abstract

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.

Authors with CRIS profile

Stefan Steidl Lehrstuhl für Informatik 14 (Bild- und Sprachverarbeitung) Anton Batliner Lehrstuhl für Informatik 14 (Bild- und Sprachverarbeitung)

Involved external institutions

Technische Universität München (TUM) DE Germany (DE) Katholieke Universiteit Leuven (KUL) / Catholic University of Leuven BE Belgium (BE)

How to cite

APA:

Steidl, S., Schuller, B., Batliner, A., & Seppi, D. (2009). The Hinterland of Emotions: Facing the Open-Microphone Challenge. In IEEE (Eds.), Proceedings of ACII 2009 (pp. 690-697). Amsterdam, NL.

MLA:

Steidl, Stefan, et al. "The Hinterland of Emotions: Facing the Open-Microphone Challenge." Proceedings of the ACII 2009 - 2009 International Conference on Affective Computing & Intelligent Interaction, Amsterdam Ed. IEEE, 2009. 690-697.

BibTeX: Download