Dynamic Transcription for Low-Latency Speech Translation

@inproceedings{Niehues2016DynamicTF,
  title={Dynamic Transcription for Low-Latency Speech Translation},
  author={Jan Niehues and Thai Son Nguyen and Eunah Cho and Thanh-Le Ha and Kevin Kilgour and Markus M{\"u}ller and Matthias Sperber and Sebastian St{\"u}ker and Alexander H. Waibel},
  booktitle={INTERSPEECH},
  year={2016}
}
Latency is one of the main challenges in the task of simultaneous spoken language translation. While significant improvements in recent years have led to high quality automatic translations, their usefulness in real-time settings is still severely limited due to the large delay between the input speech and the delivered translation. In this paper, we present a novel scheme which reduces the latency of a large scale speech translation system drastically. Within this scheme, the transcribed text… CONTINUE READING

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