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Author

Hieu Hoang

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#natural language process... Preprint Oct 2026

Learning When to Commit from Partial Speech for End-to-End Simultaneous Speech Translation

Simultaneous speech translation must emit useful target text before the source is complete while preserving every committed token. We adapt a full-utterance speech language model using prefix supervision derived from its own complete- and partial-waveform translations, requiring neither transcripts nor human translatio...

Hieu Hoang, Amittai Axelrod · 0 citations
#natural language process... Preprint Sep 2026

Dynamic Lagging using Stable-Prefix Training for Simultaneous Translation

A training strategy for a cascaded machine translation system that enables it to dynamically decide how much of the growing source prefix to translate and shows that stable prefixes improve the quality-latency tradeoff when translating from English into German, Japanese, and Chinese across a range of test sets.

Hieu Hoang, Amittai Axelrod, Matt Post · 0 citations

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