| Neural network based spectral mask estimation for acoustic beamforming J Heymann, L Drude, R Haeb-Umbach 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 264 | 2016 |
| Photovoltaics (PV) and electric vehicle-to-grid (V2G) strategies for peak demand reduction in urban regions in Brazil in a smart grid environment L Drude, LCP Junior, R Rüther Renewable Energy 68, 443-451, 2014 | 110 | 2014 |
| BLSTM supported GEV beamformer front-end for the 3rd CHiME challenge J Heymann, L Drude, A Chinaev, R Haeb-Umbach 2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU …, 2015 | 104 | 2015 |
| Beamnet: End-to-end training of a beamformer-supported multi-channel ASR system J Heymann, L Drude, C Boeddeker, P Hanebrink, R Haeb-Umbach 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 75 | 2017 |
| Wide residual BLSTM network with discriminative speaker adaptation for robust speech recognition LD Jahn Heymann, R Haeb-Umbach Proceedings of the 4th International Workshop on Speech Processing in …, 2016 | 51 | 2016 |
| Tight Integration of Spatial and Spectral Features for BSS with Deep Clustering Embeddings. L Drude, R Haeb-Umbach Interspeech, 2650-2654, 2017 | 40 | 2017 |
| Listening to each speaker one by one with recurrent selective hearing networks K Kinoshita, L Drude, M Delcroix, T Nakatani 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 37 | 2018 |
| NARA-WPE: A Python package for weighted prediction error dereverberation in Numpy and Tensorflow for online and offline processing L Drude, J Heymann, C Boeddeker, R Haeb-Umbach Speech Communication; 13th ITG-Symposium, 1-5, 2018 | 36 | 2018 |
| Front-end processing for the CHiME-5 dinner party scenario C Boeddeker, J Heitkaemper, J Schmalenstroeer, L Drude, J Heymann, ... CHiME5 Workshop, Hyderabad, India, 2018 | 34 | 2018 |
| A generic neural acoustic beamforming architecture for robust multi-channel speech processing J Heymann, L Drude, R Haeb-Umbach Computer Speech & Language 46, 374-385, 2017 | 31 | 2017 |
| Source counting in speech mixtures using a variational EM approach for complex Watson mixture models L Drude, A Chinaev, DHT Vu, R Haeb-Umbach 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014 | 30 | 2014 |
| The RWTH/UPB/FORTH system combination for the 4th CHiME challenge evaluation T Menne, J Heymann, A Alexandridis, K Irie, A Zeyer, M Kitza, P Golik, ... CHiME-4 workshop, 2016 | 27 | 2016 |
| Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery. J Ebbers, J Heymann, L Drude, T Glarner, R Haeb-Umbach, B Raj INTERSPEECH, 488-492, 2017 | 23 | 2017 |
| Directional Statistics and Filtering G Kurz, I Gilitschenski, F Pfaff, L Drude, UD Hanebeck, R Haeb-Umbach, ... | 21* | |
| Integrating Neural Network Based Beamforming and Weighted Prediction Error Dereverberation. L Drude, C Boeddeker, J Heymann, R Haeb-Umbach, K Kinoshita, ... Interspeech, 3043-3047, 2018 | 19 | 2018 |
| Deep attractor networks for speaker re-identification and blind source separation L Drude, T von Neumann, R Haeb-Umbach 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 19 | 2018 |
| Integration of neural networks and probabilistic spatial models for acoustic blind source separation L Drude, R Haeb-Umbach IEEE Journal of Selected Topics in Signal Processing 13 (4), 815-826, 2019 | 18 | 2019 |
| Optimizing neural-network supported acoustic beamforming by algorithmic differentiation C Boeddeker, P Hanebrink, L Drude, J Heymann, R Haeb-Umbach 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 18 | 2017 |
| Source counting in speech mixtures by nonparametric Bayesian estimation of an infinite Gaussian mixture model O Walter, L Drude, R Haeb-Umbach 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 18 | 2015 |
| Demystifying TasNet: A dissecting approach J Heitkaemper, D Jakobeit, C Boeddeker, L Drude, R Haeb-Umbach ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 16 | 2020 |
Reinhold Haeb-UmbachProfessor of Communications Engineering, University of PaderbornVerified email at nt.uni-paderborn.de
