AVDOS-VR: Affective Video Database with Physiological Signals and Continuous Ratings Collected Remotely in VR

Michal Gnacek*, Luis Quintero, Ifigeneia Mavridou, Emili Balaguer-Ballester, Theodoros Kostoulas, Charles Nduka, Ellen Seiss

*Corresponding author for this work

Research output: Contribution to journalArticleScientificpeer-review

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Abstract

Investigating emotions relies on pre-validated stimuli to evaluate induced responses through subjective self-ratings and physiological changes. The creation of precise affect models necessitates extensive datasets. While datasets related to pictures, words, and sounds are abundant, those associated with videos are comparatively scarce. To overcome this challenge, we present the first virtual reality (VR) database with continuous self-ratings and physiological measures, including facial EMG. Videos were rated online using a head-mounted VR device (HMD) with attached emteqPRO mask and a cinema VR environment in remote home and laboratory settings with minimal setup requirements. This led to an affective video database with continuous valence and arousal self-rating measures and physiological responses (PPG, facial-EMG (7x), IMU). The AVDOS-VR database includes data from 37 participants who watched 30 randomly ordered videos (10 positive, neutral, and negative). Each 30-second video was assessed with two-minute relaxation between categories. Validation results suggest that remote data collection is ecologically valid, providing an effective strategy for future affective study designs. All data can be accessed via: www.gnacek.com/affective-video-database-online-study .

Original languageEnglish
Article number132
Number of pages18
JournalScientific Data
Volume11
Issue number1
DOIs
Publication statusPublished - 25 Jan 2024

Keywords

  • Emotions

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