Surafel Melaku Lakew

According to our database, Surafel Melaku Lakew authored at least 19 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Jointly Optimizing Translations and Speech Timing to Improve Isochrony in Automatic Dubbing.

Alexandra Chronopoulou, Brian Thompson, Prashant Mathur, Yogesh Virkar, Surafel Melaku Lakew, Marcello Federico

CoRR, 2023

2022

Sockeye 3: Fast Neural Machine Translation with PyTorch.

Felix Hieber, Michael J. Denkowski, Tobias Domhan, Barbara Darques Barros, Celina Dong Ye, Xing Niu, Cuong Hoang, Ke Tran, Benjamin Hsu, Maria Nadejde, Surafel Melaku Lakew, Prashant Mathur, Marcello Federico, Anna Currey

CoRR, 2022

Findings of the IWSLT 2022 Evaluation Campaign.

Antonios Anastasopoulos, Loïc Barrault, Luisa Bentivogli, Marcely Zanon Boito, Ondrej Bojar, Roldano Cattoni, Anna Currey, Georgiana Dinu, Kevin Duh, Maha Elbayad, Clara Emmanuel, Yannick Estève, Marcello Federico, Christian Federmann, Souhir Gahbiche, Hongyu Gong, Roman Grundkiewicz, Barry Haddow, Benjamin Hsu, Dávid Javorský, Vera Kloudová, Surafel Melaku Lakew, Xutai Ma, Prashant Mathur, Paul McNamee, Kenton Murray, Maria Nadejde, Satoshi Nakamura, Matteo Negri, Jan Niehues, Xing Niu, John Ortega, Juan Miguel Pino, Elizabeth Salesky, Jiatong Shi, Matthias Sperber, Sebastian Stüker, Katsuhito Sudoh, Marco Turchi, Yogesh Virkar, Alexander Waibel, Changhan Wang, Shinji Watanabe

Proceedings of the 19th International Conference on Spoken Language Translation, 2022

Isochrony-Aware Neural Machine Translation for Automatic Dubbing.

Derek Tam, Surafel Melaku Lakew, Yogesh Virkar, Prashant Mathur, Marcello Federico

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

ISOMETRIC MT: Neural Machine Translation for Automatic Dubbing.

Surafel Melaku Lakew, Yogesh Virkar, Prashant Mathur, Marcello Federico

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Prosody-Aware Neural Machine Translation for Dubbing.

Derek Tam, Surafel Melaku Lakew, Yogesh Virkar, Prashant Mathur, Marcello Federico

CoRR, 2021

Self-Learning for Zero Shot Neural Machine Translation.

Surafel Melaku Lakew, Matteo Negri, Marco Turchi

CoRR, 2021

Machine Translation Verbosity Control for Automatic Dubbing.

Surafel Melaku Lakew, Marcello Federico, Yue Wang, Cuong Hoang, Yogesh Virkar, Roberto Barra-Chicote, Robert Enyedi

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Low Resource Neural Machine Translation: A Benchmark for Five African Languages.

Surafel Melaku Lakew, Matteo Negri, Marco Turchi

Proceedings of the 1st AfricaNLP Workshop Proceedings, 2020

2019

Multilingual Neural Machine Translation for Zero-Resource Languages.

Surafel Melaku Lakew, Marcello Federico, Matteo Negri, Marco Turchi

CoRR, 2019

Adapting Multilingual Neural Machine Translation to Unseen Languages.

Surafel Melaku Lakew, Alina Karakanta, Marcello Federico, Matteo Negri, Marco Turchi

Proceedings of the 16th International Conference on Spoken Language Translation, 2019

Controlling the Output Length of Neural Machine Translation.

Surafel Melaku Lakew, Mattia Antonino Di Gangi, Marcello Federico

Proceedings of the 16th International Conference on Spoken Language Translation, 2019

2018

Neural Machine Translation into Language Varieties.

Surafel Melaku Lakew, Aliia Erofeeva, Marcello Federico

Proceedings of the Third Conference on Machine Translation: Research Papers, 2018

Adapting Multilingual NMT to Extremely Low Resource Languages FBK's Participation in the Basque-English Low-Resource MT Task, IWSLT 2018.

Surafel Melaku Lakew, Marcello Federico

Proceedings of the 15th International Conference on Spoken Language Translation, 2018

Transfer Learning in Multilingual Neural Machine Translation with Dynamic Vocabulary.

Surafel Melaku Lakew, Aliia Erofeeva, Matteo Negri, Marcello Federico, Marco Turchi

Proceedings of the 15th International Conference on Spoken Language Translation, 2018

A Comparison of Transformer and Recurrent Neural Networks on Multilingual Neural Machine Translation.

Surafel Melaku Lakew, Mauro Cettolo, Marcello Federico

Proceedings of the 27th International Conference on Computational Linguistics, 2018

2017

FBK's Multilingual Neural Machine Translation System for IWSLT 2017.

Surafel Melaku Lakew, Quintino F. Lotito, Marco Turchi, Matteo Negri, Marcello Federico

Proceedings of the 14th International Conference on Spoken Language Translation, 2017

Improving Zero-Shot Translation of Low-Resource Languages.

Surafel Melaku Lakew, Quintino F. Lotito, Matteo Negri, Marco Turchi, Marcello Federico

Proceedings of the 14th International Conference on Spoken Language Translation, 2017

Multilingual Neural Machine Translation for Low Resource Languages.

Surafel Melaku Lakew, Mattia Antonino Di Gangi, Marcello Federico

Proceedings of the Fourth Italian Conference on Computational Linguistics (CLiC-it 2017), 2017