Author

T. N. Doan

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Preprint Jul 2026

Toward Real-Time Sentence-Level Sign Language Translation

Chunked ingestion, bounded queues, parallelized perception, temporal reordering, and a sentence-boundary state machine reduce mean post-finalization response latency from 1.873 to 1.354 seconds (27.71%) and P95 latency from 2.919 to 2.130 seconds (27.03%) over the complete 9,872-example working subset.

T. N. Doan · 0 citations