ISCA Archive SpeechProsody 2010
ISCA Archive SpeechProsody 2010

Acoustic measures characterizing anger across corpora collected in artificial or natural context

Marie Tahon, Laurence Devillers

This paper aims at studying differences between acoustic manifestations of anger across corpora collected in artificial, manipulated or natural context. It aims further at finding measures of naturalness in emotive corpora. Evaluating the degree of naturalness of a corpus can be challenging unless given knowledge upon the task. In corpora consisting of rather acted data, anger is often stronger; we believe that a kind of distance can be computed between anger and the overall corpus data. Such a distance is introduced in this work and evaluated with state-of-art acoustic descriptors in 3 collected corpora. We show the observed differences between the acoustic features obtained with anger samples in these different contexts and propose measures of naturalness.

Index Terms: Emotion-detection, anger, naturalness, prototypical emotion


Cite as: Tahon, M., Devillers, L. (2010) Acoustic measures characterizing anger across corpora collected in artificial or natural context. Proc. Speech Prosody 2010, paper 850

@inproceedings{tahon10_speechprosody,
  author={Marie Tahon and Laurence Devillers},
  title={{Acoustic measures characterizing anger across corpora collected in artificial or natural context}},
  year=2010,
  booktitle={Proc. Speech Prosody 2010},
  pages={paper 850}
}