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An Attentional Model for Speech Translation Without Transcription

Published 1 January 2016Open access
Long Duong, Antonios Anastasopoulos, David Chiang, Steven Bird, Trevor Cohn
Citations160
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TL;DR

On the more challenging speech-to-word alignment task, the model nearly matches GIZA++’s performance on gold transcriptions, but without recourse to transcriptions or to a lexicon.

Abstract

Long Duong, Antonios Anastasopoulos, David Chiang, Steven Bird, Trevor Cohn. Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 2016.

Keywords

Computer Science