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Do Motion Tokenizers for Co-Speech Gesture Generation Encode Gesture Semantics?

Discrete motion tokenizers encode motion as atomic units and are widely used for co-speech gesture generation. It remains unclear which motion properties, especially those relevant to gesture semantics, are recoverable from these codebooks.

By Varsha Suresh, Divij Jain, Jia Liu, M. Hamza Mughal, Vera DembergarXiv - cs.CV (CV)

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Originally published by arXiv - cs.CV (CV) on Oct 6, 2026.

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