A Sentence-Level Sign Language Translation System Built for Real-Time Deployment

arXiv·low signal

Rather than proposing a new translation architecture, this work targets sentence-level sign language translation optimized for real-time use, moving past the isolated-sign recognition that limits natural communication. It treats deployment constraints such as latency as the primary design goal rather than an afterthought. A practical framing for builders working on usable accessibility tooling.