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machine translation 1model quantization 1on-device inference 1real-time translation 1vocabulary reduction 1

From the 1 of 1 linked paper with an AI index.

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1 paper

cs.CL2026

Workload-Driven Optimization for On-Device Real-Time Subtitle Translation

Tsz-To Wong

The paper presents methods to speed up on-device English-to-Traditional-Chinese subtitle translation by reducing the vocabulary size, calibrating embeddings, and fine‑tuning a quan…