Gemma Roig

Mind the Student: Behavioral and Contextual Cues for Automated Engagement Prediction in Online Learning

A multimodal framework that integrates the implicit spatiotemporal features extracted from pretrained video, audio, and image encoders along with structured behavioral modalities like head pose, gaze, facial action units, emotion, and wavelet-based audio features, demonstrating that reliable risk-quantification is an e...