2020
ACL
ACL 2020
The HW-TSC Video Speech Translation System at IWSLT 2020
Abstract
AbstractThe paper presents details of our system in the IWSLT Video Speech Translation evaluation. The system works in a cascade form, which contains three modules: 1) A proprietary ASR system. 2) A disfluency correction system aims to remove interregnums or other disfluent expressions with a fine-tuned BERT and a series of rule-based algorithms. 3) An NMT System based on the Transformer and trained with massive publicly available corpus.
🐣
Hot Topic Early Bird
— video processing
🐝
Cross-Pollinator
— Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Robotics, Security & Privacy, Speech & Audio
Authors
Minghan Wang
,
Hao Yang
,
Yao Deng
,
Ying Qin
,
Lizhi Lei
,
Daimeng Wei
,
Hengchao Shang
,
Ning Xie
,
Xiaochun Li
,
Jiaxian Guo