Direct Translation between Sign Languages

In three linesDirect sign-to-sign translation between ASL, CSL, DGS using MBART model trained on synthetic pairs via back-translation. Direct S2S outperforms cascaded baseline (20% lower DTW-aligned MPJPE, 50% higher BLEU-4) with 2.3× speedup.

Summary generated by Claude — human-verified