ROAM-ASD: Robust Open-World Active Speaker Detection with Flexible Multimodal Fusion

Pu Wang, Hugo Van hamme

Active speaker detection (ASD) requires reliable association between visible faces and acoustic speech, yet existing systems often degrade under challenging domains or incomplete o…