System Description on Automatic Simultaneous Translation Workshop
Zecheng Li, Yue Sun, Haoze Li · 2022
This paper describes our system submitted on the third automatic simultaneous translation workshop at NAACL2022.We participate in the Chinese audio→English text direction of Chinese-to-English translation.Our speech-totext system is a pipeline system, in which we resort to rhymological features for audio split, ASRT model for speech recoginition, STACL model for streaming text translation.To translate streaming text, we use wait-k policy trained to generate the target sentence concurrently with the source sentence, but always k words behind.We propose a competitive simultaneous translation system and rank 3rd in the audio input track.The code will release soon.