S-MINDS is a speech translation engine, which allows an English speaker to communicate with a non-English speaker easily within a question-and-answer, interview-style format. It can handle limited dialogs such as medical triage or hospital admissions. We have built and tested an English-Korean system for doing medical triage with a translation accuracy of 79.8 % (for English) and 78.3 % (for Korean) for all non-rejected utterances. We will give an overview of the system building process and the quantitative and qualitatively system performance.
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