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

@article{Arivazhagan2020ReTranslationSF,
  title={Re-Translation Strategies for Long Form, Simultaneous, Spoken Language Translation},
  author={N. Arivazhagan and Colin Cherry and I Te and Wolfgang Macherey and P. Baljekar and George F. Foster},
  journal={ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  year={2020},
  pages={7919-7923}
}
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 translations, we adopt a re-translation approach to simultaneous translation, where the source is repeatedly translated from scratch as it grows. This approach naturally exhibits very low latency and… Expand
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