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305 Publications
2018 | Conference Paper | LibreCat-ID: 12901 | 
@inproceedings{Boeddeker_Erdogan_Yoshioka_Haeb-Umbach_2018, title={Exploring Practical Aspects of Neural Mask-Based Beamforming for Far-Field Speech Recognition}, booktitle={ICASSP 2018, Calgary, Canada}, author={Boeddeker, Christoph and Erdogan, Hakan and Yoshioka, Takuya and Haeb-Umbach, Reinhold}, year={2018} }
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2018 | Conference Paper | LibreCat-ID: 12899 |
@inproceedings{Boeddeker_Heitkaemper_Schmalenstroeer_Drude_Heymann_Haeb-Umbach_2018, title={Front-End Processing for the CHiME-5 Dinner Party Scenario}, booktitle={Proc. CHiME 2018 Workshop on Speech Processing in Everyday Environments, Hyderabad, India}, author={Boeddeker, Christoph and Heitkaemper, Jens and Schmalenstroeer, Joerg and Drude, Lukas and Heymann, Jahn and Haeb-Umbach, Reinhold}, year={2018} }
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2018 | Conference Paper | LibreCat-ID: 6859
@inproceedings{Afifi_Schmalenstroeer_Ullmann_Haeb-Umbach_Karl_2018, title={MARVELO - A Framework for Signal Processing in Wireless Acoustic Sensor Networks}, booktitle={Speech Communication; 13th ITG-Symposium}, author={Afifi, Haitham and Schmalenstroeer, Joerg and Ullmann, Joerg and Haeb-Umbach, Reinhold and Karl, Holger}, year={2018}, pages={1–5} }
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2018 | Conference Paper | LibreCat-ID: 11747 |
@inproceedings{Grimm_Breddermann_Farhoud_Fei_Warsitz_Haeb-Umbach_2018, title={Discrimination of Stationary from Moving Targets with Recurrent Neural Networks in Automotive Radar}, booktitle={International Conference on Microwaves for Intelligent Mobility (ICMIM) 2018}, author={Grimm, Christopher and Breddermann, Tobias and Farhoud, Ridha and Fei, Tai and Warsitz, Ernst and Haeb-Umbach, Reinhold}, year={2018} }
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2018 | Conference Paper | LibreCat-ID: 11907 |
@inproceedings{Glarner_Hanebrink_Ebbers_Haeb-Umbach_2018, title={Full Bayesian Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery}, booktitle={INTERSPEECH 2018, Hyderabad, India}, author={Glarner, Thomas and Hanebrink, Patrick and Ebbers, Janek and Haeb-Umbach, Reinhold}, year={2018} }
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2018 | Conference Paper | LibreCat-ID: 11838 |
@inproceedings{Schmalenstroeer_Haeb-Umbach_2018, title={Efficient Sampling Rate Offset Compensation - An Overlap-Save Based Approach}, booktitle={26th European Signal Processing Conference (EUSIPCO 2018)}, author={Schmalenstroeer, Joerg and Haeb-Umbach, Reinhold}, year={2018} }
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2018 | Conference Paper | LibreCat-ID: 11876 |
@inproceedings{Kitza_Michel_Boeddeker_Heitkaemper_Menne_Schlüter_Ney_Schmalenstroeer_Drude_Heymann_et al._2018, title={The RWTH/UPB System Combination for the CHiME 2018 Workshop}, booktitle={Proc. CHiME 2018 Workshop on Speech Processing in Everyday Environments, Hyderabad, India}, author={Kitza, Markus and Michel, Wilfried and Boeddeker, Christoph and Heitkaemper, Jens and Menne, Tobias and Schlüter, Ralf and Ney, Hermann and Schmalenstroeer, Joerg and Drude, Lukas and Heymann, Jahn and et al.}, year={2018} }
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2018 | Conference Paper | LibreCat-ID: 11836 |
@inproceedings{Ebbers_Heitkaemper_Schmalenstroeer_Haeb-Umbach_2018, title={Benchmarking Neural Network Architectures for Acoustic Sensor Networks}, booktitle={ITG 2018, Oldenburg, Germany}, author={Ebbers, Janek and Heitkaemper, Jens and Schmalenstroeer, Joerg and Haeb-Umbach, Reinhold}, year={2018} }
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2018 | Conference Paper | LibreCat-ID: 11839 |
@inproceedings{Schmalenstroeer_Haeb-Umbach_2018, title={Insights into the Interplay of Sampling Rate Offsets and MVDR Beamforming}, booktitle={ITG 2018, Oldenburg, Germany}, author={Schmalenstroeer, Joerg and Haeb-Umbach, Reinhold}, year={2018} }
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2017 | Conference Paper | LibreCat-ID: 11717 |
@inproceedings{Arora_Haeb-Umbach_2017, title={A Study on Transfer Learning for Acoustic Event Detection in a Real Life Scenario}, booktitle={IEEE 19th International Workshop on Multimedia Signal Processing (MMSP)}, author={Arora, Prerna and Haeb-Umbach, Reinhold}, year={2017} }
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2017 | Report | LibreCat-ID: 11735 |
@book{Boeddeker_Hanebrink_Drude_Heymann_Haeb-Umbach_2017, title={On the Computation of Complex-valued Gradients with Application to Statistically Optimum Beamforming}, author={Boeddeker, Christoph and Hanebrink, Patrick and Drude, Lukas and Heymann, Jahn and Haeb-Umbach, Reinhold}, year={2017} }
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2017 | Conference Paper | LibreCat-ID: 11736 |
@inproceedings{Boeddeker_Hanebrink_Drude_Heymann_Haeb-Umbach_2017, title={Optimizing Neural-Network Supported Acoustic Beamforming by Algorithmic Differentiation}, booktitle={Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP)}, author={Boeddeker, Christoph and Hanebrink, Patrick and Drude, Lukas and Heymann, Jahn and Haeb-Umbach, Reinhold}, year={2017} }
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2017 | Conference Paper | LibreCat-ID: 11737 |
@inproceedings{Chinaev_Haeb-Umbach_2017, title={A Generalized Log-Spectral Amplitude Estimator for Single-Channel Speech Enhancement}, booktitle={Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP)}, author={Chinaev, Alleksej and Haeb-Umbach, Reinhold}, year={2017} }
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2017 | Conference Paper | LibreCat-ID: 11754 |
@inproceedings{Drude_Haeb-Umbach_2017, title={Tight integration of spatial and spectral features for BSS with Deep Clustering embeddings}, booktitle={INTERSPEECH 2017, Stockholm, Schweden}, author={Drude, Lukas and Haeb-Umbach, Reinhold}, year={2017} }
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2017 | Conference Paper | LibreCat-ID: 11770 |
@inproceedings{Glarner_Boenninghoff_Walter_Haeb-Umbach_2017, title={Leveraging Text Data for Word Segmentation for Underresourced Languages}, booktitle={INTERSPEECH 2017, Stockholm, Schweden}, author={Glarner, Thomas and Boenninghoff, Benedikt and Walter, Oliver and Haeb-Umbach, Reinhold}, year={2017} }
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2017 | Conference Paper | LibreCat-ID: 11809 |
@inproceedings{Heymann_Drude_Boeddeker_Hanebrink_Haeb-Umbach_2017, title={BEAMNET: End-to-End Training of a Beamformer-Supported Multi-Channel ASR System}, booktitle={Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP)}, author={Heymann, Jahn and Drude, Lukas and Boeddeker, Christoph and Hanebrink, Patrick and Haeb-Umbach, Reinhold}, year={2017} }
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2017 | Journal Article | LibreCat-ID: 11811 |
@article{Heymann_Drude_Haeb-Umbach_2017, title={A Generic Neural Acoustic Beamforming Architecture for Robust Multi-Channel Speech Processing}, journal={Computer Speech and Language}, author={Heymann, Jahn and Drude, Lukas and Haeb-Umbach, Reinhold}, year={2017} }
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2017 | Conference Paper | LibreCat-ID: 11763 |
@inproceedings{Fei_Grimm_Farhoud_Breddermann_Warsitz_Haeb-Umbach_2017, title={A Novel Target Separation Algorithm Applied to The Two-Dimensional Spectrum for FMCW Automotive Radar Systems}, booktitle={IEEE International conference on microwave, communications, anthenas and electronic systems}, author={Fei, Tai and Grimm, Christopher and Farhoud, Ridha and Breddermann, Tobias and Warsitz, Ernst and Haeb-Umbach, Reinhold}, year={2017} }
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2017 | Conference Paper | LibreCat-ID: 11772 |
@inproceedings{Grimm_Breddermann_Farhoud_Fei_Warsitz_Haeb-Umbach_2017, title={Hypothesis Test for the Detection of Moving Targets in Automotive Radar}, booktitle={IEEE International conference on microwave, communications, anthenas and electronic systems (COMCAS)}, author={Grimm, Christopher and Breddermann, Tobias and Farhoud, Ridha and Fei, Tai and Warsitz, Ernst and Haeb-Umbach, Reinhold}, year={2017} }
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2017 | Conference Paper | LibreCat-ID: 11759 |
@inproceedings{Ebbers_Heymann_Drude_Glarner_Haeb-Umbach_Raj_2017, title={Hidden Markov Model Variational Autoencoder for Acoustic Unit Discovery}, booktitle={INTERSPEECH 2017, Stockholm, Schweden}, author={Ebbers, Janek and Heymann, Jahn and Drude, Lukas and Glarner, Thomas and Haeb-Umbach, Reinhold and Raj, Bhiksha}, year={2017} }
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