Datasets

The MAPTRAITS Quantized Dataset comprises audio-visual interaction clips of 11 different subjects. These clips have been assessed by 6 raters along the five dimensions of the Big Five personality model, namely, extraversion, agreeableness, conscientiousness, neuroticism, and openness, and the four additional dimensions of engagement, facial attractiveness, vocal attractiveness, and likability. The dimensions were scored on a Likert scale with ten possible values, from strongly disagree to strongly agree, mapped into the range from [1,10].

The MAPTRAITS Continuous Dataset has been created for continuous prediction of traits in time and in space. The dataset comprises 30 audio-visual clips of 10 subjects who are taking part in a dyadic interaction. The raters used an annotation tool to view each clip and to continuously provide scores over time by scrolling a bar between 0 and 100.  Approximately 32-40 visual-only annotations per clip were obtained for the five dimensions of the Big Five model, as well as the social dimensions of engagement, likability and facial attractiveness, and additionally 25 audio-visual annotations per clip were obtained for the dimensions of agreeableness, conscientiousness, openness, engagement and vocal attractiveness.

Further details on this datasets can be found in the following paper:

O. Celiktutan, F. Eyben, E. Sariyanidi, H. Gunes, and B. Schuller, “MAPTRAITS 2014: The First Audio/Visual Mapping Personality Traits Challenge “, Proc. of ACM International Conference on Multimodal Interaction (ACM ICMI’14), Nov. 2014, Istanbul, Turkey.

To obtain access the MAPTRAITS Datasets, the following EULA needs to be filled, printed, signed, scanned, and emailed.

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