arxivcs.CLcs.AI2026-07-10
Workload-Driven Optimization for On-Device Real-Time Subtitle Translation
This report studies on-device English-to-Traditional-Chinese subtitle translation for Taiwan under short inputs, short outputs, batch-size-one inference, low latency, and privacy constraints. These conditions limit the value of optimizations designed for long-context or high-thro…