The Emotion Physiology and Experience Collaboration (EPiC) is an international and interdisciplinary team of researchers who are working to develop the largest publicly available dataset on emotion physiology and experience.
With this dataset, we aspire to:
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Address century-old debates regarding emotion physiology (e.g., do emotions have universally distinct patterns of physiological activity?)
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Examine and reduce bias in emotion AI models by collecting data from culturally and situationally diverse contexts.
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Promote open and collaborative science in emotion AI.
Current Status: Piloting
Thanks to support from Stanford University, we are currently piloting: (1) procedures for highly-standardized international data collection, and (2) a shared task competition designed to see how well experts can model moment-to-moment ratings of emotion using measures of physiology.
Over 2023, we will be using this pilot to refine our approach and apply for full project funding.
Initiative Organizers
Nicholas Coles
Stanisław Saganowski
Maciej Behnke
Bartek Perz
Johannes Eichstaedt
