UniC is comprised of 965 emotion-rich video clips selected from YouTube, annotated in text, audio, (silent) video and multimodal setups with both categorical and dimensional labels.

Categorical label: disgust, disappointment, neutral, confusion, surprise, contentment, and joy.

Dimensional label: Valence and arousal.

If you use this dataset, please cite our paper: Quanqi Du, Sofie Labat, Thomas Demeester and Veronique Hoste. UniC: a dataset for emotion analysis of videos with multimodal and unimodal labels. Language Resources & Evaluation 59, 2857–2892 (2025). https://doi.org/10.1007/s10579-025-09837-0

Contact: [email protected]

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