Table of Contents

• frontmatter [doi]
• Findings of the IWSLT 2023 Evaluation CampaignSweta Agrawal, Antonios Anastasopoulos, Luisa Bentivogli, Ondrej Bojar, Claudia Borg, Marine Carpuat, Roldano Cattoni, Mauro Cettolo, Mingda Chen, William Chen, Khalid Choukri, Alexandra Chronopoulou, Anna Currey, Thierry Declerck, Qianqian Dong, Kevin Duh, Yannick Estève, Marcello Federico, Souhir Gahbiche, Barry Haddow, Benjamin Hsu, Phu Mon Htut, Hirofumi Inaguma, Dávid Javorský, John Judge, Yasumasa Kano, Tom Ko, Rishu Kumar, Pengwei Li, Xutai Ma, Prashant Mathur, Evgeny Matusov, Paul McNamee, John P. McCrae, Kenton Murray, Maria Nadejde, Satoshi Nakamura, Matteo Negri, Ha Nguyen, Jan Niehues, Xing Niu, Atul kr. Ojha, John E. Ortega, Proyag Pal, Juan Pino 0001, Lonneke van der Plas, Peter Polák, Elijah Rippeth, Elizabeth Salesky, Jiatong Shi, Matthias Sperber, Sebastian Stüker, Katsuhito Sudoh, Yun Tang 0002, Brian Thompson 0001, Kevin Tran, Marco Turchi, Alex Waibel, Mingxuan Wang, Shinji Watanabe 0001, Rodolfo Zevallos. 1-61 [doi]
• Evaluating Multilingual Speech Translation under Realistic Conditions with Resegmentation and TerminologyElizabeth Salesky, Kareem Darwish, Mohamed Al-Badrashiny, Mona T. Diab, Jan Niehues. 62-78 [doi]
• The MineTrans Systems for IWSLT 2023 Offline Speech Translation and Speech-to-Speech Translation TasksYichao Du, Zhengsheng Guo, Jinchuan Tian, Zhirui Zhang, Xing Wang, Jianwei Yu, Zhaopeng Tu, Tong Xu 0001, Enhong Chen. 79-88 [doi]
• Improving End-to-End Speech Translation by Imitation-Based Knowledge Distillation with Synthetic TranscriptsRebekka Hubert, Artem Sokolov, Stefan Riezler. 89-101 [doi]
• The USTC's Dialect Speech Translation System for IWSLT 2023Pan Deng, Shihao Chen, Weitai Zhang, Jie Zhang, Lirong Dai. 102-112 [doi]
• KIT's Multilingual Speech Translation System for IWSLT 2023Danni Liu, Thai Binh Nguyen, Sai Koneru, Enes Yavuz Ugan, Ngoc-Quan Pham, Tuan Nam Nguyen, Tu Anh Dinh, Carlos Mullov, Alexander Waibel, Jan Niehues. 113-122 [doi]
• The BIGAI Offline Speech Translation Systems for IWSLT 2023 EvaluationZhihang Xie. 123-129 [doi]
• Enhancing Video Translation Context with Object LabelsJeremy Gwinnup, Tim Anderson, Brian M. Ore, Eric G. Hansen, Kevin Duh. 130-137 [doi]
• Length-Aware NMT and Adaptive Duration for Automatic DubbingZhiqiang Rao, Hengchao Shang, Jinlong Yang, Daimeng Wei, Zongyao Li, Jiaxin Guo, Shaojun Li, Zhengzhe Yu, Zhanglin Wu, Yuhao Xie, Bin Wei, Jiawei Zheng, Lizhi Lei, Hao Yang. 138-143 [doi]
• NAVER LABS Europe's Multilingual Speech Translation Systems for the IWSLT 2023 Low-Resource TrackEdward Gow-Smith, Alexandre Berard, Marcely Zanon Boito, Ioan Calapodescu. 144-158 [doi]
• Direct Models for Simultaneous Translation and Automatic Subtitling: FBK@IWSLT2023Sara Papi, Marco Gaido, Matteo Negri. 159-168 [doi]
• MT Metrics Correlate with Human Ratings of Simultaneous Speech TranslationDominik Machácek, Ondrej Bojar, Raj Dabre. 169-179 [doi]
• Improving Neural Machine Translation Formality Control with Domain Adaptation and Reranking-based Transductive LearningZhanglin Wu, Zongyao Li, Daimeng Wei, Hengchao Shang, Jiaxin Guo, Xiaoyu Chen, Zhiqiang Rao, Zhengzhe Yu, Jinlong Yang, Shaojun Li, Yuhao Xie, Bin Wei, Jiawei Zheng, Ming Zhu, Lizhi Lei, Hao Yang, Yanfei Jiang. 180-186 [doi]
• HW-TSC at IWSLT2023: Break the Quality Ceiling of Offline Track via Pre-Training and Domain AdaptationZongyao Li, Zhanglin Wu, Zhiqiang Rao, Yuhao Xie, Jiaxin Guo, Daimeng Wei, Hengchao Shang, Minghan Wang, Xiaoyu Chen, Zhengzhe Yu, Li ShaoJun, Lei LiZhi, Hao Yang. 187-193 [doi]
• Submission of USTC's System for the IWSLT 2023 - Offline Speech Translation TrackXinyuan Zhou, Jianwei Cui, Zhongyi Ye, Yichi Wang, Luzhen Xu, Hanyi Zhang, Weitai Zhang, Lirong Dai. 194-201 [doi]
• I2R's End-to-End Speech Translation System for IWSLT 2023 Offline Shared TaskMuhammad Huzaifah, Kye Min Tan, Richeng Duan. 202-210 [doi]
• The NiuTrans End-to-End Speech Translation System for IWSLT23 English-to-Chinese Offline TaskYuchen Han, Xiaoqian Liu, Hao Chen, Yuhao Zhang, Chen Xu 0008, Tong Xiao, Jingbo Zhu. 211-218 [doi]
• ON-TRAC Consortium Systems for the IWSLT 2023 Dialectal and Low-resource Speech Translation TasksAntoine Laurent, Souhir Gahbiche, Ha Nguyen, Haroun Elleuch, Fethi Bougares, Antoine Thiol, Hugo Riguidel, Salima Mdhaffar, Gaëlle Laperrière, Lucas Maison, Sameer Khurana, Yannick Estève. 219-226 [doi]
• BUT Systems for IWSLT 2023 Marathi - Hindi Low Resource Speech Translation TaskSantosh Kesiraju, Karel Benes, Maksim Tikhonov, Jan Cernocký. 227-234 [doi]
• CMU's IWSLT 2023 Simultaneous Speech Translation SystemBrian Yan, Jiatong Shi, Soumi Maiti, William Chen, Xinjian Li, Yifan Peng, Siddhant Arora, Shinji Watanabe 0001. 235-240 [doi]
• Improving Low Resource Speech Translation with Data Augmentation and Ensemble StrategiesAkshaya Vishnu Kudlu Shanbhogue, Ran Xue, Soumya Saha, Daniel Zhang, Ashwinkumar Ganesan. 241-250 [doi]
• Speech Translation with Style: AppTek's Submissions to the IWSLT Subtitling and Formality Tracks in 2023Parnia Bahar, Patrick Wilken, Javier Iranzo-Sánchez, Mattia Di Gangi, Evgeny Matusov, Zoltán Tüske. 251-260 [doi]
• QUESPA Submission for the IWSLT 2023 Dialect and Low-resource Speech Translation TasksJohn E. Ortega, Rodolfo Zevallos, William Chen. 261-268 [doi]
• GMU Systems for the IWSLT 2023 Dialect and Low-resource Speech Translation TasksJonathan Mbuya, Antonios Anastasopoulos. 269-276 [doi]
• The HW-TSC's Speech-to-Speech Translation System for IWSLT 2023Minghan Wang, Yinglu Li, Jiaxin Guo, Zongyao Li, Hengchao Shang, Daimeng Wei, Min Zhang, Shimin Tao, Hao Yang. 277-282 [doi]
• JHU IWSLT 2023 Dialect Speech Translation System DescriptionAmir Hussein, Cihan Xiao, Neha Verma, Thomas Thebaud, Matthew Wiesner, Sanjeev Khudanpur. 283-290 [doi]
• Learning Nearest Neighbour Informed Latent Word Embeddings to Improve Zero-Shot Machine TranslationNishant Kambhatla, Logan Born, Anoop Sarkar. 291-301 [doi]
• JHU IWSLT 2023 Multilingual Speech Translation System DescriptionHenry Li Xinyuan, Neha Verma, Bismarck Bamfo Odoom, Ujvala Pradeep, Matthew Wiesner, Sanjeev Khudanpur. 302-310 [doi]
• The NPU-MSXF Speech-to-Speech Translation System for IWSLT 2023 Speech-to-Speech Translation TaskKun Song, Yi Lei, Peikun Chen, Yiqing Cao, Kun Wei, Yongmao Zhang, Lei Xie, Ning Jiang, Guoqing Zhao. 311-320 [doi]
• Low-Resource Formality Controlled NMT Using Pre-trained LMPriyesh Vakharia, Shree Vignesh S, Pranjali Basmatkar. 321-329 [doi]
• NAIST Simultaneous Speech-to-speech Translation System for IWSLT 2023Ryo Fukuda, Yuta Nishikawa, Yasumasa Kano, Yuka Ko, Tomoya Yanagita, Kosuke Doi, Mana Makinae, Sakriani Sakti, Katsuhito Sudoh, Satoshi Nakamura. 330-340 [doi]
• Language Model Based Target Token Importance Rescaling for Simultaneous Neural Machine TranslationAditi Jain, Nishant Kambhatla, Anoop Sarkar. 341-356 [doi]
• The Kyoto Speech-to-Speech Translation System for IWSLT 2023Zhengdong Yang, Shuichiro Shimizu, Wangjin Zhou, Sheng Li 0010, Chenhui Chu. 357-362 [doi]
• Tagged End-to-End Simultaneous Speech Translation Training Using Simultaneous Interpretation DataYuka Ko, Ryo Fukuda, Yuta Nishikawa, Yasumasa Kano, Katsuhito Sudoh, Satoshi Nakamura. 363-375 [doi]
• The HW-TSC's Simultaneous Speech-to-Text Translation System for IWSLT 2023 EvaluationJiaxin Guo, Daimeng Wei, Zhanglin Wu, Zongyao Li, Zhiqiang Rao, Minghan Wang, Hengchao Shang, Xiaoyu Chen, Zhengzhe Yu, Shaojun Li, Yuhao Xie, Lizhi Lei, Hao Yang. 376-382 [doi]
• The HW-TSC's Simultaneous Speech-to-Speech Translation System for IWSLT 2023 EvaluationHengchao Shang, Zhiqiang Rao, Zongyao Li, Zhanglin Wu, Jiaxin Guo, Minghan Wang, Daimeng Wei, Shaojun Li, Zhengzhe Yu, Xiaoyu Chen, Lizhi Lei, Hao Yang. 383-388 [doi]
• Towards Efficient Simultaneous Speech Translation: CUNI-KIT System for Simultaneous Track at IWSLT 2023Peter Polak, Danni Liu, Ngoc-Quan Pham, Jan Niehues, Alexander Waibel, Ondrej Bojar. 389-396 [doi]
• Speech Translation with Foundation Models and Optimal Transport: UPC at IWSLT23Ioannis Tsiamas, Gerard I. Gállego, José A. R. Fonollosa, Marta R. Costa-Jussà. 397-410 [doi]
• The Xiaomi AI Lab's Speech Translation Systems for IWSLT 2023 Offline Task, Simultaneous Task and Speech-to-Speech TaskWuwei Huang, Mengge Liu, Xiang Li, Yanzhi Tian, Fengyu Yang, Wen Zhang, Jian Luan 0001, Bin Wang 0004, Yuhang Guo, Jinsong Su. 411-419 [doi]
• Improving Formality-Sensitive Machine Translation Using Data-Centric Approaches and Prompt EngineeringSeungjun Lee, Hyeonseok Moon, Chanjun Park, HeuiSeok Lim. 420-432 [doi]
• UM-DFKI Maltese Speech TranslationAiden Williams, Kurt Abela, Rishu Kumar, Martin Bär, Hannah Billinghurst, Kurt Micallef, Ahnaf Mozib Samin, Andrea DeMarco, Lonneke van der Plas, Claudia Borg. 433-441 [doi]
• NVIDIA NeMo Offline Speech Translation Systems for IWSLT 2023Oleksii Hrinchuk, Vladimir Bataev, Evelina Bakhturina, Boris Ginsburg. 442-448 [doi]
• SRI-B's Systems for IWSLT 2023 Dialectal and Low-resource Track: Marathi-Hindi Speech TranslationBalaji Radhakrishnan, Saurabh Agrawal, Raj Prakash Gohil, Kiran Praveen, Advait Vinay Dhopeshwarkar, Abhishek Pandey. 449-454 [doi]
• BIT's System for Multilingual TrackZhipeng Wang, Yuhang Guo, Shuoying Chen. 455-460 [doi]
• Matesub: The Translated Subtitling Tool at the IWSLT2023 Subtitling TaskSimone Perone. 461-464 [doi]
• Augmentation Invariant Discrete Representation for Generative Spoken Language ModelingItai Gat, Felix Kreuk, Tu Anh Nguyen, Ann Lee 0001, Jade Copet, Gabriel Synnaeve, Emmanuel Dupoux, Yossi Adi. 465-477 [doi]
• DePA: Improving Non-autoregressive Translation with Dependency-Aware DecoderJiaao Zhan, Qian Chen, Boxing Chen, Wen Wang, Yu Bai, Yang Gao. 478-490 [doi]
• On the Copying Problem of Unsupervised NMT: A Training Schedule with a Language Discriminator LossYihong Liu, Alexandra Chronopoulou, Hinrich Schütze, Alexander Fraser 0001. 491-502 [doi]