Authors
Björn Schuller, Stefan Steidl, Anton Batliner, Julia Hirschberg, Judee K Burgoon, Alice Baird, Aaron Elkins, Yue Zhang, Eduardo Coutinho, Keelan Evanini
Publication date
2016
Journal
17TH Annual Conference of the International Speech Communication Association (Interspeech 2016), Vols 1-5
Volume
8
Pages
2001-2005
Publisher
ISCA
Description
The INTERSPEECH 2016 Computational Paralinguistics Challenge addresses three different problems for the first time in research competition under well-defined conditions: classification of deceptive vs. non-deceptive speech, the estimation of the degree of sincerity, and the identification of the native language out of eleven L1 classes of English L2 speakers. In this paper, we describe these sub-challenges, their conditions, the baseline feature extraction and classifiers, and the resulting baselines, as provided to the participants.
Scholar articles
The interspeech 2016 computational paralinguistics challenge: Deception, sincerity & native language
B Schuller, S Steidl, A Batliner, J Hirschberg… - 17TH Annual Conference of the International Speech …, 2016
