2 code implementations • Findings (EMNLP) 2021 • Thomas Zenkel, Joern Wuebker, John DeNero
We describe the task of bilingual markup transfer, which involves placing markup tags from a source sentence into a fixed target translation.
no code implementations • IWSLT 2016 • Thai-Son Nguyen, Markus Müller, Matthias Sperber, Thomas Zenkel, Kevin Kilgour, Sebastian Stüker, Alex Waibel
For the English TED task, our best combination system has a WER of 7. 8% on the development set while our other combinations gained 21. 8% and 28. 7% WERs for the English and German MSLT tasks.
no code implementations • IWSLT 2017 • Thai-Son Nguyen, Markus Müller, Matthias Sperber, Thomas Zenkel, Sebastian Stüker, Alex Waibel
For the English lecture task, our best combination system has a WER of 8. 3% on the tst2015 development set while our other combinations gained 25. 7% WER for German lecture tasks.
1 code implementation • 29 Nov 2023 • Max F. Burg, Thomas Zenkel, Michaela Vystrčilová, Jonathan Oesterle, Larissa Höfling, Konstantin F. Willeke, Jan Lause, Sarah Müller, Paul G. Fahey, Zhiwei Ding, Kelli Restivo, Shashwat Sridhar, Tim Gollisch, Philipp Berens, Andreas S. Tolias, Thomas Euler, Matthias Bethge, Alexander S. Ecker
Thus, for unbiased identification of the functional cell types in retina and visual cortex, new approaches are needed.
no code implementations • ACL 2020 • Thomas Zenkel, Joern Wuebker, John DeNero
Although unnecessary for training neural MT models, word alignment still plays an important role in interactive applications of neural machine translation, such as annotation transfer and lexicon injection.
1 code implementation • 31 Jan 2019 • Thomas Zenkel, Joern Wuebker, John DeNero
Multi-layer models with multiple attention heads per layer provide superior translation quality compared to simpler and shallower models, but determining what source context is most relevant to each target word is more challenging as a result.
no code implementations • COLING 2018 • Florian Dessloch, Thanh-Le Ha, Markus M{\"u}ller, Jan Niehues, Thai-Son Nguyen, Ngoc-Quan Pham, Elizabeth Salesky, Matthias Sperber, Sebastian St{\"u}ker, Thomas Zenkel, Alex Waibel, er
{\%} Combining these techniques, we are able to provide an adapted speech translation system for several European languages.
no code implementations • 19 Dec 2017 • Thomas Zenkel, Ramon Sanabria, Florian Metze, Alex Waibel
This paper proposes a novel approach to create an unit set for CTC based speech recognition systems.
no code implementations • 15 Aug 2017 • Thomas Zenkel, Ramon Sanabria, Florian Metze, Jan Niehues, Matthias Sperber, Sebastian Stüker, Alex Waibel
The CTC loss function maps an input sequence of observable feature vectors to an output sequence of symbols.