Robust Neural Machine Translation with ASR Errors

no code implementations • WS 2020 • Haiyang Xue, Yang Feng, Shuhao Gu, Wei Chen

In this paper, we propose a method to handle the two problems so as to generate robust translation to ASR errors.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +3

Improving the Robustness of Speech Translation

no code implementations • 2 Nov 2018 • Xiang Li, Haiyang Xue, Wei Chen, Yang Liu, Yang Feng, Qun Liu

Although neural machine translation (NMT) has achieved impressive progress recently, it is usually trained on the clean parallel data set and hence cannot work well when the input sentence is the production of the automatic speech recognition (ASR) system due to the enormous errors in the source.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +5