Accepted Papers
Scientific Papers (Oral)
SubER - A Metric for Automatic Evaluation of Subtitle Quality.
Authors: Patrick Wilken, Panayota Georgakopoulou and Evgeny Matusov
Improving Arabic Diacritization by Learning to Diacritize and Translate.
Authors: Brian Thompson and Ali Alshehri
Simultaneous Neural Machine Translation with Prefix Alignment.
Authors: Yasumasa Kano, Katsuhito Sudoh and Satoshi Nakamura
Locality-Sensitive Hashing for Long Context Neural Machine Translation.
Authors: Frithjof Petrick, Jan Rosendahl, Christian Herold and Hermann Ney
Anticipation-Free Training for Simultaneous Machine Translation.
Authors: Chih-Chiang Chang, Shun-Po Chuang and Hung-yi Lee
Who Are We Talking About? Handling Person Names in Speech Translation.
Authors: Marco Gaido, Matteo Negri and Marco Turchi
Joint Generation of Captions and Subtitles with Dual Decoding.
Authors: Jitao Xu, François Buet, Josep Crego, Elise Bertin-Lemée and François Yvon
MirrorAlign: A Super Lightweight Unsupervised Word Alignment Model via Cross-Lingual Contrastive Learning.
Authors: Di Wu, Liang Ding, Shuo Yang, Mingyang Li
On the Impact of Noises in Crowd-Sourced Data for Speech Translation.
Authors: Siqi Ouyang, Rong Ye and Lei Li
System Papers (Poster)
Offline ST, Simultaneous ST, and Speech-to-Speech Translation
The YiTrans Neural Speech Translation Systems for IWSLT 2022 Offline Shared Task.
Authors: Ziqiang Zhang and Junyi Ao
Amazon Alexa AI’s System for IWSLT 2022 Offline Speech Translation Shared Task.
Authors: Akshaya Vishnu Kudlu Shanbhogue, Ran Xue, Ching-Yun Chang and Sarah Campbell
Efficient yet Competitive Speech Translation: FBK@IWSLT2022.
Authors: Marco Gaido, Sara Papi, Dennis Fucci, Giuseppe Fiameni, Matteo Negri and Marco Turchi
Effective combination of pretrained models - KIT@IWSLT2022.
Authors: Ngoc-Quan Pham, Tuan Nam Nguyen, Thai-Binh Nguyen, Danni Liu, Carlos Mullov, Jan Niehues and Alexander Waibel
The USTC-NELSLIP Offline Speech Translation Systems for IWSLT 2022.
Authors: Weitai Zhang, Zhongyi Ye, Haitao Tang, Xiaoxi Li, Xinyuan Zhou, Jing Yang, Jianwei Cui, Dan Liu, Junhua Liu and Lirong Dai
The AISP-SJTU Simultaneous Translation System for IWSLT 2022.
Authors: Qinpei Zhu, Renshou Wu, Guangfeng Liu, Xinyu Zhu, Xingyu Chen, Yang Zhou, Qingliang Miao, Rui Wang and Kai Yu
The Xiaomi Text-to-Text Simultaneous Speech Translation System for IWSLT 2022.
Authors: Bao Guo, Mengge Liu, Wen Zhang, Hexuan Chen, Chang Mu, Xiang Li, Jianwei Cui, Bin Wang and Yuhang Guo
NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2022.
Authors: Oleksii Hrinchuk, Vahid Noroozi, Abhinav Khattar, Anton Peganov, Sandeep Subramanian, Somshubra Majumdar and Oleksii Kuchaiev
The NiuTrans’s Submission to the IWSLT22 English-to-Chinese Offline Speech Translation Task.
Authors: Yuhao Zhang, Canan Huang, Chen Xu, Xiaoqian Liu, Bei Li, Anxiang Ma, Tong Xiao and Jingbo Zhu
The HW-TSC’s Offline Speech Translation System for IWSLT 2022 Evaluation.
Authors: Yinglu Li, Minghan Wang, Jiaxin GUO, Xiaosong Qiao, Yuxia Wang, Daimeng Wei, Chang Su, Yimeng Chen, Min Zhang, shimin tao, Hao Yang and Ying Qin
The HW-TSC’s Simultaneous Speech Translation System for IWSLT 2022 Evaluation.
Authors: Minghan Wang, Jiaxin GUO, Yinglu Li, Xiaosong Qiao, Yuxia Wang, Zongyao Li, Chang Su, Yimeng Chen, Min Zhang, shimin tao, Hao Yang and Ying Qin
MLLP-VRAIN UPV systems for the IWSLT 2022 Simultaneous Speech Translation and Speech-to-Speech Translation tasks.
Authors: Javier Iranzo-Sánchez, Javier Jorge Cano, Alejandro Pérez-González-de-Martos, Adrián Giménez Pastor, Gonçal Garcés Díaz-Munío, Pau Baquero-Arnal, Joan Albert Silvestre-Cerdà, Jorge Civera Saiz, Albert Sanchis and Alfons Juan
Pretrained Speech Encoders and Efficient Fine-tuning Methods for Speech Translation: UPC at IWSLT 2022.
Authors: Ioannis Tsiamas, Gerard I. Gállego, Carlos Escolano, José A. R. Fonollosa and Marta R. Costa-jussà
CUNI-KIT System for Simultaneous Speech Translation Task at IWSLT 2022.
Authors: Peter Polák, Ngoc-Quan Pham, Tuan Nam Nguyen, Danni Liu, Carlos Mullov, Jan Niehues, Ondřej Bojar and Alexander Waibel
NAIST Simultaneous Speech-to-Text Translation System for IWSLT 2022.
Authors: Ryo Fukuda, Yuka Ko, Yasumasa Kano, Kosuke Doi, Hirotaka Tokuyama, Sakriani Sakti, Katsuhito Sudoh and Satoshi Nakamura
The HW-TSC’s Speech to Speech Translation System for IWSLT 2022 Evaluation.
Authors: Jiaxin GUO, Yinglu Li, Minghan Wang, Xiaosong Qiao, Yuxia Wang, Hengchao Shang, Chang Su, Yimeng Chen, Min Zhang, shimin tao, Hao Yang and Ying Qin
Dialect ST
CMU’s IWSLT 2022 Dialect Speech Translation System.
Authors: Brian Yan, Patrick Fernandes, Siddharth Dalmia, Jiatong Shi, Yifan Peng, Dan Berrebbi, Xinyi Wang, Graham Neubig and Shinji Watanabe
ON-TRAC Consortium Systems for the IWSLT 2022 Dialect and Low-resource Speech Translation Tasks.
Authors: Marcely Zanon Boito, John Ortega, Hugo Riguidel, Antoine LAURENT, Loïc Barrault, Fethi Bougares, Firas Chaabani, Ha Nguyen, Florentin Barbier, SOUHIR GAHBICHE and Yannick Estève
JHU IWSLT 2022 Dialect Speech Translation System Description.
Authors: Jinyi Yang, Amir Hussein, Matthew Wiesner and Sanjeev Khudanpur
Isometric & Formality Control
Controlling Translation Formality Using Pre-trained Multilingual Language Models.
Authors: Elijah Rippeth, Sweta Agrawal and Marine Carpuat
Controlling Formality in Low-Resource NMT with Domain Adaptation and Re-Ranking: SLT-CDT-UoS at IWSLT2022.
Authors: Sebastian Vincent, Loïc Barrault and Carolina Scarton
Improving Machine Translation Formality Control with Weakly-Labelled Data Augmentation and Post Editing Strategies.
Authors: Daniel Zhang, Jiang Yu, Pragati Verma, Ashwinkumar Ganesan and Sarah Campbell
HW-TSC’s Participation in the IWSLT 2022 Isometric Spoken Language Translation.
Authors: Zongyao Li, JiaXin Guo, Daimeng Wei, Hengchao Shang, Minghan Wang, Ting Zhu, Zhanglin Wu, Zhengzhe Yu, Xiaoyu Chen, Lizhi Lei, Hao Yang and Ying Qin
AppTek’s Submission to the IWSLT 2022 Isometric Spoken Language Translation Task.
Authors: Patrick Wilken and Evgeny Matusov
Hierarchical Multi-task learning framework for Isometric-Speech Language Translation.
Authors: Aakash Bhatnagar, Nidhir Bhavsar, Muskaan Singh and Petr Motlicek