arXiv:2605. 30608v1 Announce Type: new Abstract: Learning a shared representation between spoken text and gesture is central to co-speech gesture retrieval, synthesis, and understanding, but remains challenging for semantically meaningful gestures whose communicative intent is not captured by motion alone.
Paper
Semantic Motion Anchors: Bridging Motion and Meaning in Co-Speech Gestures
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