To efficiently handle these multiple languages, we have developed the Auto Machine Translation and Synchronization (AMTS) system using Amazon Translate, which aims to reduce the workload of human translators by 80%. The AMTS can be applied to all the languages for translation, and each language-specific sub-AMTS pipeline has its own unique features based on language characteristics and translator preferences.
- Amazon Science Blog: Auto Machine Translation and Synchronization for "Dive into Deep Learning"
- AWS Machine Learning Blog: Build a multilingual automatic translation pipeline with Amazon Translate Active Custom Translation
- Open Source: github repository