<ul><li>Sign language is the primary communication mode for 72 million hearing-impaired individuals worldwide.</li><li>Introducing CNText2Sign and CNSign, the first unified dataset supporting bidirectional accessibility systems for Chinese sign language.</li><li>AuraLLM model offers direct gesture accuracy assessment using pose data and achieves controllable coordination of gestures and facial expressions.</li><li>SignMST-C achieves new SOTA results on PHOENIX2014-T dataset for Sign Language Translation with BLEU-4 scores up to 32.08.</li></ul>

Beyond Words: AuralLLM and SignMST-C for Sign Language Production and Bidirectional Accessibility

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