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Conference Aug 2026

Benchmarking Open-Source Vietnamese-English Speech-to-Text Translation Systems

Speech-to-text translation for low-resource language pairs such as Vietnamese–English remains underexplored, despite growing demand in real-world applications. In this study, we present a systematic zero-shot benchmark on the Vietnamese test split of FLEURS, evaluating 30 configurations across three system families: co...

L. Nguyen · 0 citations
Preprint Aug 2026

How Robust Are LLMs to Vietnamese Dialects?

Large Language Models (LLMs) are typically evaluated on standard written Vietnamese, yet everyday communication frequently involves regional dialects that preserve meaning but differ in surface form. Existing Vietnamese dialect work largely addresses this issue through dialect-to-standard normalization instead of measu...

Minh Tran, C. Trinh, T. Lê et al. · 0 citations

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