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The MAHNOB-HCI-Tagging database contains synchronised, high quality, multi-camera, multi-modal recordings of spontaneous elicited emotions and responses to correct and incorrect image or video tags. The recorded modalities are six camera views, sound from both a head-worn and a room microphone, eye gaze, and peripheral/central nervous system physiological signals.
See here for more information and visit http://mahnob-db.eu/hct-tagging to access the database