Direct Translation between Sign Languages
Researchers developed a single model to directly translate between American Sign Language (ASL), Chinese Sign Language (CSL), and German Sign Language (DGS) without using spoken language intermediaries. They created synthetic training data via back-translation to train this model, which outperformed cascaded systems in sign error metrics and achieved a significant speedup.