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<?xml version="1.0" standalone="yes"?> <Paper uid="W06-3708"> <Title>S-MINDS 2-Way Speech-to-Speech Translation System</Title> <Section position="1" start_page="0" end_page="0" type="abstr"> <SectionTitle> Abstract </SectionTitle> <Paragraph position="0"> Sehda's 2-way speech translation system, S-MINDS, interprets between provider and patient in routine medical interactions with very high accuracy.</Paragraph> <Paragraph position="1"> Optimizing the system for new tasks or languages requires very little data.</Paragraph> <Paragraph position="2"> New developments include a hybrid translation approach that allows participants to say complex or out-of-domain utterances, the expansion of hands-free functionality, and the ability to deliver the most urgent expressions instantaneously.</Paragraph> </Section> class="xml-element"></Paper>