Introducing SHuBERT, a self-supervised transformer model for sign language representation that surpasses existing methods across various benchmarks. With 1,000 hours of ASL video training, SHuBERT enhances automatic sign language systems, boosting accessibility. https://arxiv.org/abs/2411.16765