ABC-Net: Semi-Supervised Multimodal GAN-based Engagement Detection using an Affective, Behavioral and Cognitive Model

Pooja Guhan
Pooja Guhan
Manas Agarwal
Manas Agarwal
Naman Awasthi
Naman Awasthi
Gloria Reeves
Gloria Reeves
Cited by: 0|Bibtex|Views2
Other Links: arxiv.org

Abstract:

We present ABC-Net, a novel semi-supervised multimodal GAN framework to detect engagement levels in video conversations based on psychology literature. We use three constructs: behavioral, cognitive, and affective engagement, to extract various features that can effectively capture engagement levels. We feed these features to our semi-s...More

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