Author

G. Skantze

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Preprint Oct 2026

CAST-ASD: Causal Attention over Speakers and Time for Online Active Speaker Detection

We present CAST-ASD (Causal Attention over Speakers and Time), a causal joint model for active speaker detection (ASD). Recent ASD models improve performance by jointly processing all faces in a scene, but operate offline, with the full clip available before any frame is labelled. Low-latency causal detectors instead p...

Pratham Gupta, Hao-Tian Qi, Tushar Sandhan et al. · 0 citations

#natural language process... Preprint Sep 2026

Exploring Multimodal Turn-Taking Cues in Face-to-Face Conversation using Voice Activity Projection

Results show that visual information improves performance over the audio-only baseline, with FAU being significantly more informative than other feature groups, and results indicate that performance on specific tasks varies depending on whether training and test data come from improvised or naturalistic conversations.

Willem Berner, J. C. Cavalcanti, Kalle Åström et al. · 0 citations