A decoupled dual-stream model for audio-visual speaker detection reaches 95.6% mAP on AVA-ActiveSpeaker by isolating temporal continuity and inter-personal social modeling into separate branches.
Cross-modal su- pervision for learning active speaker detection in video,
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Dual-Stream Decoupled Learning for Temporal Consistency and Speaker Interaction in AVSD
A decoupled dual-stream model for audio-visual speaker detection reaches 95.6% mAP on AVA-ActiveSpeaker by isolating temporal continuity and inter-personal social modeling into separate branches.