A Vietnamese-English Neural Machine Translation System

Thien Hai Nguyen, Tuan-Duy Hien Nguyen, Duy Phung, Cong-Duy T Nguyen, Hieu Minh Tran, Manh Tien Luong, Tin Duy Vo, Hung Hai Bui, Dinh Phung, Dat Quoc Nguyen

Keywords: Machine translation, Automatic speech recognition, Text-to-speech, Vietnamese, English.

TL;DR: A Vietnamese-English Neural Machine Translation System; In Proc. of Interspeech 2022: https://www.isca-speech.org/archive/interspeech_2022/nguyen22e_interspeech.html

Abstract:

We present VinAI Translate---a system that integrates state-of-the-art deep learning technologies in speech and natural language processing to translate speech and text between Vietnamese and English. Experimental results show that our system obtains a state-of-the-art performance for each translation direction, and outperforms Google Translate in both automatic and human evaluations.
Our system is available at: https://vinai-translate.vinai.io
We also publicly release our pre-trained translation models at https://github.com/VinAIResearch/VinAI_Translate