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Toward Cross-Domain Speech Recognition with End-to-End Models


Mar 09, 2020
Thai-Son Nguyen, Sebastian Stüker, Alex Waibel

* Presented in Life-Long Learning for Spoken Language Systems Workshop - ASRU 2019 

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An Interactive Indoor Drone Assistant


Dec 09, 2019
Tino Fuhrman, David Schneider, Felix Altenberg, Tung Nguyen, Simon Blasen, Stefan Constantin, Alex Waibel

* Presented at IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2019 

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Bimodal Speech Emotion Recognition Using Pre-Trained Language Models


Nov 29, 2019
Verena Heusser, Niklas Freymuth, Stefan Constantin, Alex Waibel

* Life-Long Learning for Spoken Language Systems ASRU 2019 

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Low-Resource Machine Translation using Interlinear Glosses


Nov 07, 2019
Zhong Zhou, Lori Levin, David R. Mortensen, Alex Waibel


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Improving sequence-to-sequence speech recognition training with on-the-fly data augmentation


Oct 29, 2019
Thai-Son Nguyen, Sebastian Stueker, Jan Niehues, Alex Waibel


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Incremental processing of noisy user utterances in the spoken language understanding task


Sep 30, 2019
Stefan Constantin, Jan Niehues, Alex Waibel

* 10 pages, 3 figures, 7 tables, forthcoming in W-NUT 2019 

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Improving Zero-shot Translation with Language-Independent Constraints


Jun 20, 2019
Ngoc-Quan Pham, Jan Niehues, Thanh-Le Ha, Alex Waibel

* 10 pages version accepted in WMT 2019 

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Self-Attentional Models for Lattice Inputs


Jun 04, 2019
Matthias Sperber, Graham Neubig, Ngoc-Quan Pham, Alex Waibel

* ACL 2019 

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Fluent Translations from Disfluent Speech in End-to-End Speech Translation


Jun 03, 2019
Elizabeth Salesky, Matthias Sperber, Alex Waibel

* Accepted at NAACL 2019 

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Attention-Passing Models for Robust and Data-Efficient End-to-End Speech Translation


Apr 15, 2019
Matthias Sperber, Graham Neubig, Jan Niehues, Alex Waibel

* Authors' final version, accepted at TACL 2019 

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