@inproceedingsSchmalenstroeer_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 

@inproceedingsArora_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 

@bookBoeddeker_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 

@inproceedingsBoeddeker_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 

@inproceedingsChinaev_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 

@inproceedingsDrude_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 

@inproceedingsGlarner_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 

@inproceedingsHeymann_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 

@articleHeymann_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 

@articleJacob_Schmalenstroeer_2017, title=Building or Enclosure Termination Closing and/or Opening Apparatus, and Method for Operating a Building or Enclosure Termination, author=Jacob, Florian and Schmalenstroeer, Joerg, year=2017 

@inproceedingsFei_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 

@inproceedingsGrimm_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 

@inproceedingsEbbers_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 

@inproceedingsSchmalenstroeer_Heymann_Drude_Boeddeker_Haeb-Umbach_2017, title=Multi-Stage Coherence Drift Based Sampling Rate Synchronization for Acoustic Beamforming, booktitle=IEEE 19th International Workshop on Multimedia Signal Processing (MMSP), author=Schmalenstroeer, Joerg and Heymann, Jahn and Drude, Lukas and Boeddeker, Christoph and Haeb-Umbach, Reinhold, year=2017 

@inproceedingsGrimm_Farhoud_Fei_Warsitz_Haeb-Umbach_2017, title=Detection of Moving Targets in Automotive Radar with Distorted Ego-Velocity Information, booktitle=IEEE Microwaves, Radar and Remote Sensing Symposium (MRRS), author=Grimm, Christopher and Farhoud, Ridha and Fei, Tai and Warsitz, Ernst and Haeb-Umbach, Reinhold, year=2017 

@inproceedingsChinaev_Haeb-Umbach_2016, title=A Priori SNR Estimation Using a Generalized Decision Directed Approach, booktitle=INTERSPEECH 2016, San Francisco, USA, author=Chinaev, Aleksej and Haeb-Umbach, Reinhold, year=2016 

@inproceedingsChinaev_Heitkaemper_Haeb-Umbach_2016, title=A Priori SNR Estimation Using Weibull Mixture Model, booktitle=12. ITG Fachtagung Sprachkommunikation (ITG 2016), author=Chinaev, Aleksej and Heitkaemper, Jens and Haeb-Umbach, Reinhold, year=2016 

@inproceedingsChinaev_Heymann_Drude_Haeb-Umbach_2016, title=Noise-Presence-Probability-Based Noise PSD Estimation by Using DNNs, booktitle=12. ITG Fachtagung Sprachkommunikation (ITG 2016), author=Chinaev, Aleksej and Heymann, Jahn and Drude, Lukas and Haeb-Umbach, Reinhold, year=2016 

@inproceedingsDrude_Boeddeker_Haeb-Umbach_2016, title=Blind Speech Separation based on Complex Spherical k-Mode Clustering, booktitle=Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP), author=Drude, Lukas and Boeddeker, Christoph and Haeb-Umbach, Reinhold, year=2016 

@inproceedingsDrude_Raj_Haeb-Umbach_2016, title=On the appropriateness of complex-valued neural networks for speech enhancement, booktitle=INTERSPEECH 2016, San Francisco, USA, author=Drude, Lukas and Raj, Bhiksha and Haeb-Umbach, Reinhold, year=2016 

@inproceedingsGlarner_Mahdi Momenzadeh_Drude_Haeb-Umbach_2016, title=Factor Graph Decoding for Speech Presence Probability Estimation, booktitle=12. ITG Fachtagung Sprachkommunikation (ITG 2016), author=Glarner, Thomas and Mahdi Momenzadeh, Mohammad and Drude, Lukas and Haeb-Umbach, Reinhold, year=2016 

@inproceedingsHeymann_Drude_Haeb-Umbach_2016, title=Neural Network Based Spectral Mask Estimation for Acoustic Beamforming, booktitle=Proc. IEEE Intl. Conf. on Acoustics, Speech and Signal Processing (ICASSP), author=Heymann, Jahn and Drude, Lukas and Haeb-Umbach, Reinhold, year=2016 

@inproceedingsJacob_Haeb-Umbach_2016, title=On the Bias of Direction of Arrival Estimation Using Linear Microphone Arrays, booktitle=12. ITG Fachtagung Sprachkommunikation (ITG 2016), author=Jacob, Florian and Haeb-Umbach, Reinhold, year=2016 

@inproceedingsHeymann_Drude_Haeb-Umbach_2016, title=Wide Residual BLSTM Network with Discriminative Speaker Adaptation for Robust Speech Recognition, booktitle=Computer Speech and Language, author=Heymann, Jahn and Drude, Lukas and Haeb-Umbach, Reinhold, year=2016 

@articleKinoshita_Delcroix_Gannot_Habets_Haeb-Umbach_Kellermann_Leutnant_Maas_Nakatani_Raj_et al._2016, title=A summary of the REVERB challenge: state-of-the-art and remaining challenges in reverberant speech processing research, journal=EURASIP Journal on Advances in Signal Processing, author=Kinoshita, Keisuke and Delcroix, Marc and Gannot, Sharon and Habets, Emanuel A. P. and Haeb-Umbach, Reinhold and Kellermann, Walter and Leutnant, Volker and Maas, Roland and Nakatani, Tomohiro and Raj, Bhiksha and et al., year=2016 

@articlePlinge_Jacob_Haeb-Umbach_Fink_2016, title=Acoustic Microphone Geometry Calibration: An overview and experimental evaluation of state-of-the-art algorithms, volume=33, DOI=10.1109/MSP.2016.2555198, number=4, journal=IEEE Signal Processing Magazine, author=Plinge, Axel and Jacob, Florian and Haeb-Umbach, Reinhold and Fink, Gernot A., year=2016, pages=14–29 

@inproceedingsMenne_Heymann_Alexandridis_Irie_Zeyer_Kitza_Golik_Kulikov_Drude_Schlüter_et al._2016, title=The RWTH/UPB/FORTH System Combination for the 4th CHiME Challenge Evaluation, booktitle=Computer Speech and Language, author=Menne, Tobias and Heymann, Jahn and Alexandridis, Anastasios and Irie, Kazuki and Zeyer, Albert and Kitza, Markus and Golik, Pavel and Kulikov, Ilia and Drude, Lukas and Schlüter, Ralf and et al., year=2016 

@inproceedingsWalter_Haeb-Umbach_2016, title=Unsupervised Word Discovery from Speech using Bayesian Hierarchical Models, booktitle=38th German Conference on Pattern Recognition (GCPR 2016), author=Walter, Oliver and Haeb-Umbach, Reinhold, year=2016 

@inproceedingsSchmalenstroeer_Haeb-Umbach_2016, title=Investigations into Bluetooth Low Energy Localization Precision Limits, booktitle=24th European Signal Processing Conference (EUSIPCO 2016), author=Schmalenstroeer, Joerg and Haeb-Umbach, Reinhold, year=2016 

@inproceedingsChinaev_Haeb-Umbach_2015, title=On Optimal Smoothing in Minimum Statistics Based Noise Tracking, booktitle=Interspeech 2015, author=Chinaev, Aleksej and Haeb-Umbach, Reinhold, year=2015, pages=1785–1789 

@inproceedingsDespotovic_Walter_Haeb-Umbach_2015, title=Semantic Analysis of Spoken Input using Markov Logic Networks, booktitle=INTERSPEECH 2015, author=Despotovic, Vladimir and Walter, Oliver and Haeb-Umbach, Reinhold, year=2015 

@inproceedingsDrude_Jacob_Haeb-Umbach_2015, title=DOA-Estimation based on a Complex Watson Kernel Method, booktitle=23th European Signal Processing Conference (EUSIPCO 2015), author=Drude, Lukas and Jacob, Florian and Haeb-Umbach, Reinhold, year=2015 

@inproceedingsHeymann_Drude_Chinaev_Haeb-Umbach_2015, title=BLSTM supported GEV Beamformer Front-End for the 3RD CHiME Challenge, booktitle=Automatic Speech Recognition and Understanding Workshop (ASRU 2015), author=Heymann, Jahn and Drude, Lukas and Chinaev, Aleksej and Haeb-Umbach, Reinhold, year=2015 

@inproceedingsHeymann_Haeb-Umbach_Golik_Schlueter_2015, title=Unsupervised adaptation of a denoising autoencoder by Bayesian Feature Enhancement for reverberant asr under mismatch conditions, DOI=10.1109/ICASSP.2015.7178933, booktitle=Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International Conference on, author=Heymann, Jahn and Haeb-Umbach, Reinhold and Golik, P. and Schlueter, R., year=2015, pages=5053–5057 

@articleJacob_Haeb-Umbach_2015, title=Absolute Geometry Calibration of Distributed Microphone Arrays in an Audio-Visual Sensor Network, journal=ArXiv e-prints, author=Jacob, Florian and Haeb-Umbach, Reinhold, year=2015 

@bookLi_Deng_Haeb-Umbach_Gong_2015, title=Robust Automatic Speech Recognition, publisher=Elsevier, author=Li, Jinyu and Deng, Li and Haeb-Umbach, Reinhold and Gong, Y., year=2015 

@inproceedingsMarchi_Schuller_Baron-Cohen_Golan_Boelte_Arora_Haeb-Umbach_2015, title=Typicality and Emotion in the Voice of Children with Autism Spectrum Condition: Evidence Across Three Languages, booktitle=INTERSPEECH 2015, author=Marchi, Erik and Schuller, Bjoern and Baron-Cohen, Simon and Golan, Ofer and Boelte, Sven and Arora, Prerna and Haeb-Umbach, Reinhold, year=2015 

@inproceedingsWalter_Drude_Haeb-Umbach_2015, title=Source Counting in Speech Mixtures by Nonparametric Bayesian Estimation of an infinite Gaussian Mixture Model, booktitle=40th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), author=Walter, Oliver and Drude, Lukas and Haeb-Umbach, Reinhold, year=2015 

@articleWalter_Haeb-Umbach_Mokbel_Paassen_Hammer_2015, title=Autonomous Learning of Representations, DOI=http://dx.doi.org/10.1007/s13218-015-0372-1, journal=KI - Kuenstliche Intelligenz, author=Walter, Oliver and Haeb-Umbach, Reinhold and Mokbel, Bassam and Paassen, Benjamin and Hammer, Barbara, year=2015, pages=1–13 

@bookWalter_Haeb-Umbach_Strunk_P. Himmelmann_2015, title=Lexicon Discovery for Language Preservation using Unsupervised Word Segmentation with Pitman-Yor Language Models (FGNT-2015-01), author=Walter, Oliver and Haeb-Umbach, Reinhold and Strunk, Jan and P. Himmelmann, Nikolaus , year=2015 

@inproceedingsHoang_Schmalenstroeer_Haeb-Umbach_2015, title=Aligning training models with smartphone properties in WiFi fingerprinting based indoor localization, booktitle=40th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), author=Hoang, Manh Kha and Schmalenstroeer, Joerg and Haeb-Umbach, Reinhold, year=2015 

@inproceedingsChinaev_Puels_Haeb-Umbach_2014, title=Spectral Noise Tracking for Improved Nonstationary Noise Robust ASR, booktitle=11. ITG Fachtagung Sprachkommunikation (ITG 2014), author=Chinaev, Aleksej and Puels, Marc and Haeb-Umbach, Reinhold, year=2014 

@inproceedingsDrude_Chinaev_Tran Vu_Haeb-Umbach_2014, title=Source Counting in Speech Mixtures Using a Variational EM Approach for Complexwatson Mixture Models, booktitle=39th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014), author=Drude, Lukas and Chinaev, Aleksej and Tran Vu, Dang Hai and Haeb-Umbach, Reinhold, year=2014 

@inproceedingsDrude_Chinaev_Tran Vu_Haeb-Umbach_2014, title=Towards Online Source Counting in Speech Mixtures Applying a Variational EM for Complex Watson Mixture Models, booktitle=14th International Workshop on Acoustic Signal Enhancement (IWAENC 2014), author=Drude, Lukas and Chinaev, Aleksej and Tran Vu, Dang Hai and Haeb-Umbach, Reinhold, year=2014, pages=213–217 

@inproceedingsHeymann_Walter_Haeb-Umbach_Raj_2014, title=Iterative Bayesian Word Segmentation for Unspuervised Vocabulary Discovery from Phoneme Lattices, booktitle=39th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014), author=Heymann, Jahn and Walter, Oliver and Haeb-Umbach, Reinhold and Raj, Bhiksha, year=2014 

@inproceedingsJacob_Haeb-Umbach_2014, title=Coordinate Mapping Between an Acoustic and Visual Sensor Network in the Shape Domain for a Joint Self-Calibrating Speaker Tracking, booktitle=11. ITG Fachtagung Sprachkommunikation (ITG 2014), author=Jacob, Florian and Haeb-Umbach, Reinhold, year=2014 

@articleLeutnant_Krueger_Haeb-Umbach_2014, title=A New Observation Model in the Logarithmic Mel Power Spectral Domain for the Automatic Recognition of Noisy Reverberant Speech, volume=22, DOI=10.1109/TASLP.2013.2285480, number=1, journal=IEEE/ACM Transactions on Audio, Speech, and Language Processing, author=Leutnant, Volker and Krueger, Alexander and Haeb-Umbach, Reinhold, year=2014, pages=95–109 

@articleLi_Deng_Gong_Haeb-Umbach_2014, title=An Overview of Noise-Robust Automatic Speech Recognition, volume=22, DOI=10.1109/TASLP.2014.2304637, number=4, journal=IEEE Transactions on Audio, Speech and Language Processing, author=Li, Jinyu and Deng, Li and Gong, Yifan and Haeb-Umbach, Reinhold, year=2014, pages=745–777 

@inproceedingsWalter_Despotovic_Haeb-Umbach_Gemmeke_Ons_Van hamme_2014, title=An Evaluation of Unsupervised Acoustic Model Training for a Dysarthric Speech Interface, booktitle=INTERSPEECH 2014, author=Walter, Oliver and Despotovic, Vladimir and Haeb-Umbach, Reinhold and Gemmeke, Jrt and Ons, Bart and Van hamme, Hugo, year=2014 

@articleSchmalenstroeer_Jebramcik_Haeb-Umbach_2014, title=A combined hardware-software approach for acoustic sensor network synchronization , DOI=http://dx.doi.org/10.1016/j.sigpro.2014.06.030, number=0, journal=Signal Processing, author=Schmalenstroeer, Joerg and Jebramcik, Patrick and Haeb-Umbach, Reinhold, year=2014