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2 accepted papers

2021

Sentence Boundary Augmentation for Neural Machine Translation Robustness

ICASSP 2021accepted

Neural Machine Translation (NMT) models have demonstrated strong state of the art performance on translation tasks where well-formed training and evaluation data are pro-vided, but they remain sensitive to inputs that include errors of various types. Specifically, in the context of long-form speech…

Cited by 0SourceScholar
2020

Re-Translation Strategies for Long Form, Simultaneous, Spoken Language Translation

ICASSP 2020accepted

We investigate the problem of simultaneous machine translation of long-form speech content. We target a continuous speech-to-text scenario, generating translated captions for a live audio feed, such as a lecture or play-by-play commentary. As this scenario allows for revisions to our incremental tra…

Cited by 0SourceScholar