CSF: Contrastive Semantic Features for Direct Multilingual Sign Language Generation
A language-agnostic semantic framework enabling direct translation from any source language to sign language. Achieves 99.03% slot extraction accuracy across four languages with a lightweight 0.74 MB transformer running at 3.02ms inference on CPU.
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