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Communication Dans Un Congrès Année : 2017

AVEC 2017 - Real-life Depression, and Affect Recognition Workshop and Challenge

Résumé

The Audio/Visual Emotion Challenge and Workshop (AVEC 2017) "Real-life depression, and affect" will be the seventh competition event aimed at comparison of multimedia processing and machine learning methods for automatic audiovisual depression and emotion analysis, with all participants competing under strictly the same conditions. The goal of the Challenge is to provide a common benchmark test set for multimodal information processing and to bring together the depression and emotion recognition communities, as well as the audiovisual processing communities, to compare the relative merits of the various approaches to depression and emotion recognition from real-life data. This paper presents the novelties introduced this year, the challenge guidelines, the data used, and the performance of the baseline system on the two proposed tasks: dimensional emotion recognition (time and value-continuous), and dimensional depression estimation (value-continuous).
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Dates et versions

hal-02080874 , version 1 (27-03-2019)

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Fabien Ringeval, Björn Schuller, Michel Valstar, Jonathan Gratch, Roddy Cowie, et al.. AVEC 2017 - Real-life Depression, and Affect Recognition Workshop and Challenge. 7th International Workshop on Audio/Visual Emotion Challenge, AVEC'17, co-located with the 25th ACM International Conference on Multimedia, MM, Oct 2017, Mountain View, United States. pp.3-9, ⟨10.1145/3133944.3133953⟩. ⟨hal-02080874⟩
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