A Deep 2D Convolutional Network for Waveform-Based Speech Recognition
The 21st Annual Conference of International Speech Communication Association (INTERSPEECH), 2020 (to appear).
Deep Scattering Power Spectrum Features for Robust Speech Recognition
The 21st Annual Conference of International Speech Communication Association (INTERSPEECH), 2020 (to appear).
Proceedings of the 36th International Conference on Machine Learning (ICML 2019), volume 97 of Proceedings of Machine Learning Research, 2019.
[Source Code -- Pending, early version available upon request]
Proceedings of the 36th International Conference on Machine Learning (ICML 2019), volume 97 of Proceedings of Machine Learning Research, 2019.
[Best Paper Award Honorable Mention]
Dissertation, Universitäts-und Landesbibliothek Bonn, 2018.
Proceedings of the 35th International Conference on Machine Learning (ICML 2018), volume 80 of Proceedings of Machine Learning Research, pages 3859--3867, 2018.
[Source Code -- Pending, early version available upon request]
Molecular Informatics, 37(1-2):1700130, 2018.
[Source Code -- Pending]
Proceedings of the 34th International Conference on Machine Learning (ICML 2017), volume 70 of Proceedings of Machine Learning Research, pages 2652--2660, 2017.
Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI 2017), pages 2443--2449, 2017.
[Source Code -- Pending]
Advances in Neural Information Processing Systems 29 (NIPS 2016), pages 3945--3953, 2016.
Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2014), pages 501--516, 2014.
Springer Berlin Heidelberg.