@inproceedingsGburrek_Schmalenstroeer_Brendel_Kellermann_Haeb-Umbach_2020, title=Deep Neural Network based Distance Estimation for Geometry Calibration in Acoustic Sensor Network, booktitle=European Signal Processing Conference (EUSIPCO), author=Gburrek, Tobias and Schmalenstroeer, Joerg and Brendel, Andreas and Kellermann, Walter and Haeb-Umbach, Reinhold, year=2020 
LibreCat: /record/18651

@inproceedingsKinoshita_von Neumann_Delcroix_Nakatani_Haeb-Umbach_2020, title=Multi-Path RNN for Hierarchical Modeling of Long Sequential Data and its Application to Speaker Stream Separation, DOI=10.21437/Interspeech.2020-2388, booktitle=Proc. Interspeech 2020, author=Kinoshita, Keisuke and von Neumann, Thilo and Delcroix, Marc and Nakatani, Tomohiro and Haeb-Umbach, Reinhold, year=2020, pages=2652–2656 
LibreCat: /record/20766
DOI: 10.21437/Interspeech.2020-2388

@inproceedingsEbbers_Haeb-Umbach_2020, title=Forward-Backward Convolutional Recurrent Neural Networks and Tag-Conditioned Convolutional Neural Networks for Weakly Labeled Semi-Supervised Sound Event Detection, booktitle=Proceedings of the Detection and Classification of Acoustic Scenes and Events 2020 Workshop (DCA), author=Ebbers, Janek and Haeb-Umbach, Reinhold, year=2020 
LibreCat: /record/20753

@articleHaeb-Umbach_2019, title=Lektionen für Alexa \'26; Co?!, volume=44, DOI=10.1002/fors.201970104, number=1, journal=forschung, author=Haeb-Umbach, Reinhold, year=2019, pages=12–15 
LibreCat: /record/17762
DOI: 10.1002/fors.201970104

@articleDrude_Heitkaemper_Boeddeker_Haeb-Umbach_2019, title=SMS-WSJ: Database, performance measures, and baseline recipe for multi-channel source separation and recognition, journal=ArXiv e-prints, author=Drude, Lukas and Heitkaemper, Jens and Boeddeker, Christoph and Haeb-Umbach, Reinhold, year=2019 
LibreCat: /record/19446

@inproceedingsDrude_Heymann_Haeb-Umbach_2019, title=Unsupervised training of neural mask-based beamforming, booktitle=INTERSPEECH 2019, Graz, Austria, author=Drude, Lukas and Heymann, Jahn and Haeb-Umbach, Reinhold, year=2019 
LibreCat: /record/11965

@inproceedingsDrude_Hasenklever_Haeb-Umbach_2019, title=Unsupervised Training of a Deep Clustering Model for Multichannel Blind Source Separation, booktitle=ICASSP 2019, Brighton, UK, author=Drude, Lukas and Hasenklever, Daniel and Haeb-Umbach, Reinhold, year=2019 
LibreCat: /record/12874

@inproceedingsHeymann_Drude_Haeb-Umbach_Kinoshita_Nakatani_2019, title=Joint Optimization of Neural Network-based WPE Dereverberation and Acoustic Model for Robust Online ASR, booktitle=ICASSP 2019, Brighton, UK, author=Heymann, Jahn and Drude, Lukas and Haeb-Umbach, Reinhold and Kinoshita, Keisuke and Nakatani, Tomohiro, year=2019 
LibreCat: /record/12875

@inproceedingsKurz_Gilitschenski_Pfaff_Drude_Hanebeck_Haeb-Umbach_Siegwart_2019, title=Directional Statistics and Filtering Using libDirectional, booktitle=Journal of Statistical Software 89(4), author=Kurz, Gerhard and Gilitschenski, Igor and Pfaff, Florian and Drude, Lukas and Hanebeck, Uwe D. and Haeb-Umbach, Reinhold and Siegwart, Roland Y., year=2019 
LibreCat: /record/12876

@articleDrude_Haeb-Umbach_2019, title=Integration of Neural Networks and Probabilistic Spatial Models for Acoustic Blind Source Separation, DOI=10.1109/JSTSP.2019.2912565, journal=IEEE Journal of Selected Topics in Signal Processing, author=Drude, Lukas and Haeb-Umbach, Reinhold, year=2019 
LibreCat: /record/12890
DOI: 10.1109/JSTSP.2019.2912565

@inproceedingsHeymann_Khe Chai Sim_2019, title=Improving CTC Using Stimulated Learning for Sequence Modeling, booktitle=ICASSP 2019, Brighton, UK, author=Heymann, Jahn and Khe Chai Sim, Bo Li, year=2019 
LibreCat: /record/15812

@inproceedingsZorila_Boeddeker_Doddipatla_Haeb-Umbach_2019, title=An Investigation Into the Effectiveness of Enhancement in ASR Training and Test for Chime-5 Dinner Party Transcription, booktitle=ASRU 2019, Sentosa, Singapore, author=Zorila, Catalin and Boeddeker, Christoph and Doddipatla, Rama and Haeb-Umbach, Reinhold, year=2019 
LibreCat: /record/15816

@inproceedingsHeitkaemper_Feher_Freitag_Haeb-Umbach_2019, title=A Study on Online Source Extraction in the Presence of Changing Speaker Positions, booktitle=International Conference on Statistical Language and Speech Processing 2019, Ljubljana, Slovenia, author=Heitkaemper, Jens and Feher, Thomas and Freitag, Michael and Haeb-Umbach, Reinhold, year=2019 
LibreCat: /record/14822

@inproceedingsMartin-Donas_Heitkaemper_Haeb-Umbach_Gomez_Peinado_2019, title=Multi-Channel Block-Online Source Extraction based on Utterance Adaptation, booktitle=INTERSPEECH 2019, Graz, Austria, author=Martin-Donas, Juan M. and Heitkaemper, Jens and Haeb-Umbach, Reinhold and Gomez, Angel M. and Peinado, Antonio M., year=2019 
LibreCat: /record/14824

@inproceedingsKanda_Boeddeker_Heitkaemper_Fujita_Horiguchi_Haeb-Umbach_2019, title=Guided Source Separation Meets a Strong ASR Backend: Hitachi/Paderborn University Joint Investigation for Dinner Party ASR, booktitle=INTERSPEECH 2019, Graz, Austria, author=Kanda, Naoyuki and Boeddeker, Christoph and Heitkaemper, Jens and Fujita, Yusuke and Horiguchi, Shota and Haeb-Umbach, Reinhold, year=2019 
LibreCat: /record/14826

@inproceedingsvon Neumann_Kinoshita_Delcroix_Araki_Nakatani_Haeb-Umbach_2019, title=All-neural Online Source Separation, Counting, and Diarization for Meeting Analysis, booktitle=ICASSP 2019, Brighton, UK, author=von Neumann, Thilo and Kinoshita, Keisuke and Delcroix, Marc and Araki, Shoko and Nakatani, Tomohiro and Haeb-Umbach, Reinhold, year=2019 
LibreCat: /record/13271

@articleHaeb-Umbach_Watanabe_Nakatani_Bacchiani_Hoffmeister_Seltzer_Zen_Souden_2019, title=Speech Processing for Digital Home Assistance: Combining Signal Processing With Deep-Learning Techniques, volume=36, DOI=10.1109/MSP.2019.2918706, number=6, journal=IEEE Signal Processing Magazine, author=Haeb-Umbach, Reinhold and Watanabe, Shinji and Nakatani, Tomohiro and Bacchiani, Michiel and Hoffmeister, Bjoern and Seltzer, Michael L. and Zen, Heiga and Souden, Mehrez, year=2019, pages=111–124 
LibreCat: /record/15814
DOI: 10.1109/MSP.2019.2918706

@articleHaeb-Umbach_2019, title=Lektionen für Alexa &; Co?!, DOI=10.1002/fors.201970104, journal=DFG forschung 1/2019, author=Haeb-Umbach, Reinhold, year=2019, pages=12–15 
LibreCat: /record/19450
DOI: 10.1002/fors.201970104

@inproceedingsGburrek_Glarner_Ebbers_Haeb-Umbach_Wagner_2019, title=Unsupervised Learning of a Disentangled Speech Representation for Voice Conversion, DOI=10.21437/SSW.2019-15, booktitle=Proc. 10th ISCA Speech Synthesis Workshop, author=Gburrek, Tobias and Glarner, Thomas and Ebbers, Janek and Haeb-Umbach, Reinhold and Wagner, Petra, year=2019, pages=81–86 
LibreCat: /record/15237
DOI: 10.21437/SSW.2019-15

@inproceedingsEbbers_Haeb-Umbach_2019, title=Convolutional Recurrent Neural Network and Data Augmentation for Audio Tagging with Noisy Labels and Minimal Supervision, booktitle=DCA Workshop, New York, USA, author=Ebbers, Janek and Haeb-Umbach, Reinhold, year=2019 
LibreCat: /record/15794

@inproceedingsEbbers_Drude_Haeb-Umbach_Brendel_Kellermann_2019, title=Weakly Supervised Sound Activity Detection and Event Classification in Acoustic Sensor Networks, booktitle=CAMSAP 2019, Guadeloupe, West Indies, author=Ebbers, Janek and Drude, Lukas and Haeb-Umbach, Reinhold and Brendel, Andreas and Kellermann, Walter, year=2019 
LibreCat: /record/15796

@inproceedingsNelus_Ebbers_Haeb-Umbach_Martin_2019, title=Privacy-preserving Variational Information Feature Extraction for Domestic Activity Monitoring Versus Speaker Identification, booktitle=INTERSPEECH 2019, Graz, Austria, author=Nelus, Alexandru and Ebbers, Janek and Haeb-Umbach, Reinhold and Martin, Rainer, year=2019 
LibreCat: /record/15792

@inproceedingsHeymann_Bacchiani_Sainath_2018, title=Performance of Mask Based Statistical Beamforming in a Smart Home Scenario, DOI=10.1109/ICASSP.2018.8462372, booktitle=2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), author=Heymann, Jahn and Bacchiani, M. and Sainath, T. N., year=2018, pages=6722–6726 
LibreCat: /record/18107
DOI: 10.1109/ICASSP.2018.8462372

@inproceedingsEbbers_Nelus_Martin_Haeb-Umbach_2018, title=Evaluation of Modulation-MFCC Features and DNN Classification for Acoustic Event Detection, booktitle=DAGA 2018, München, author=Ebbers, Janek and Nelus, Alexandru and Martin, Rainer and Haeb-Umbach, Reinhold, year=2018 
LibreCat: /record/11760

@inproceedingsHeymann_Drude_Haeb-Umbach_Kinoshita_Nakatani_2018, title=Frame-Online DNN-WPE Dereverberation, booktitle=IWAENC 2018, Tokio, Japan, author=Heymann, Jahn and Drude, Lukas and Haeb-Umbach, Reinhold and Kinoshita, Keisuke and Nakatani, Tomohiro, year=2018 
LibreCat: /record/11835

@inproceedingsHeitkaemper_Heymann_Haeb-Umbach_2018, title=Smoothing along Frequency in Online Neural Network Supported Acoustic Beamforming, booktitle=ITG 2018, Oldenburg, Germany, author=Heitkaemper, Jens and Heymann, Jahn and Haeb-Umbach, Reinhold, year=2018 
LibreCat: /record/11837

@inproceedingsDrude_Boeddeker_Heymann_Kinoshita_Delcroix_Nakatani_Haeb-Umbach_2018, title=Integration neural network based beamforming and weighted prediction error dereverberation, booktitle=INTERSPEECH 2018, Hyderabad, India, author=Drude, Lukas and Boeddeker, Christoph and Heymann, Jahn and Kinoshita, Keisuke and Delcroix, Marc and Nakatani, Tomohiro and Haeb-Umbach, Reinhold, year=2018 
LibreCat: /record/11872

@inproceedingsDrude_Heymann_Boeddeker_Haeb-Umbach_2018, title=NARA-WPE: A Python package for weighted prediction error dereverberation in Numpy and Tensorflow for online and offline processing, booktitle=ITG 2018, Oldenburg, Germany, author=Drude, Lukas and Heymann, Jahn and Boeddeker, Christoph and Haeb-Umbach, Reinhold, year=2018 
LibreCat: /record/11873

@articleDespotovic_Walter_Haeb-Umbach_2018, title=Machine learning techniques for semantic analysis of dysarthric speech: An experimental study, journal=Speech Communication 99 (2018) 242-251 (Elsevier B.V.), author=Despotovic, Vladimir and Walter, Oliver and Haeb-Umbach, Reinhold, year=2018 
LibreCat: /record/11916

@inproceedingsDrude_von Neumann_Haeb-Umbach_2018, title=Deep Attractor Networks for Speaker Re-Identifikation and Blind Source Separation, booktitle=ICASSP 2018, Calgary, Canada, author=Drude, Lukas and von Neumann, Thilo and Haeb-Umbach, Reinhold, year=2018 
LibreCat: /record/12898

@inproceedingsDrude_Higuchi,_Kinoshita_Nakatani_Haeb-Umbach_2018, title=Dual Frequency- and Block-Permutation Alignment for Deep Learning Based Block-Online Blind Source Separation, booktitle=ICASSP 2018, Calgary, Canada, author=Drude, Lukas and Higuchi,  Takuya  and Kinoshita, Keisuke  and Nakatani, Tomohiro  and Haeb-Umbach, Reinhold, year=2018 
LibreCat: /record/12900

@inproceedingsBoeddeker_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 
LibreCat: /record/12901

@inproceedingsWatanabe_Hori_Karita_Hayashi_Nishitoba_Unno_Enrique Yalta Soplin_Heymann_Wiesner_Chen_et al._2018, title=ESPnet: End-to-End Speech Processing Toolkit, DOI=10.21437/Interspeech.2018-1456, booktitle=INTERSPEECH 2018, Hyderabad, India, author=Watanabe, Shinji and Hori, Takaaki and Karita, Shigeki and Hayashi, Tomoki and Nishitoba, Jiro and Unno, Yuya and Enrique Yalta Soplin, Nelson and Heymann, Jahn and Wiesner, Matthew and Chen, Nanxin and et al., year=2018, pages=2207–2211 
LibreCat: /record/29923
DOI: 10.21437/Interspeech.2018-1456

@inproceedingsBoeddeker_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 
LibreCat: /record/12899

@inproceedingsAfifi_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 
LibreCat: /record/6859

@inproceedingsGrimm_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 
LibreCat: /record/11747

@inproceedingsGlarner_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 
LibreCat: /record/11907

@inproceedingsSchmalenstroeer_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 
LibreCat: /record/11838

@inproceedingsKitza_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 
LibreCat: /record/11876

@inproceedingsEbbers_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 
LibreCat: /record/11836

@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 
LibreCat: /record/11839

@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 
LibreCat: /record/11717

@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 
LibreCat: /record/11735

@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 
LibreCat: /record/11736

@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 
LibreCat: /record/11737

@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 
LibreCat: /record/11754

@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 
LibreCat: /record/11770

@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 
LibreCat: /record/11809

@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 
LibreCat: /record/11811

@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 
LibreCat: /record/12081

@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 
LibreCat: /record/11763

@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 
LibreCat: /record/11772

@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 
LibreCat: /record/11759

@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 
LibreCat: /record/11895

@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 
LibreCat: /record/11773

@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 
LibreCat: /record/11738

@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 
LibreCat: /record/11743

@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 
LibreCat: /record/11744

@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 
LibreCat: /record/11751

@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 
LibreCat: /record/11756

@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 
LibreCat: /record/11771

@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 
LibreCat: /record/11812

@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 
LibreCat: /record/11829

@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 
LibreCat: /record/11834

@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 
LibreCat: /record/11840

@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 
LibreCat: /record/11886
DOI: 10.1109/MSP.2016.2555198

@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 
LibreCat: /record/11908

@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 
LibreCat: /record/11920

@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 
LibreCat: /record/11890

@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 
LibreCat: /record/11739

@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 
LibreCat: /record/11748

@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 
LibreCat: /record/11755

@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 
LibreCat: /record/11810

@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 
LibreCat: /record/11813
DOI: 10.1109/ICASSP.2015.7178933

@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 
LibreCat: /record/11830

@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 
LibreCat: /record/11868

@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 
LibreCat: /record/11875

@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 
LibreCat: /record/11919

@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 
LibreCat: /record/11922
DOI: http://dx.doi.org/10.1007/s13218-015-0372-1

@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 
LibreCat: /record/11923

@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 
LibreCat: /record/11874

@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 
LibreCat: /record/11746

@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 
LibreCat: /record/11752

@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 
LibreCat: /record/11753

@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 
LibreCat: /record/11814

@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 
LibreCat: /record/11831

@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 
LibreCat: /record/11861
DOI: 10.1109/TASLP.2013.2285480

@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 
LibreCat: /record/11867
DOI: 10.1109/TASLP.2014.2304637

@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 
LibreCat: /record/11918

@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 
LibreCat: /record/11898
DOI: http://dx.doi.org/10.1016/j.sigpro.2014.06.030

@inproceedingsSchmalenstroeer_Jebramcik_Haeb-Umbach_2014, title=A Gossiping Approach to Sampling Clock Synchronization in Wireless Acoustic Sensor Networks, booktitle=39th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2014), author=Schmalenstroeer, Joerg and Jebramcik, Patrick and Haeb-Umbach, Reinhold, year=2014 
LibreCat: /record/11897

@inproceedingsSchmalenstroeer_Zhao_Haeb-Umbach_2014, title=Online Observation Error Model Estimation for Acoustic Sensor Network Synchronization, booktitle=11. ITG Fachtagung Sprachkommunikation (ITG 2014), author=Schmalenstroeer, Joerg and Zhao, Weile and Haeb-Umbach, Reinhold, year=2014 
LibreCat: /record/11903

@inproceedingsAbdelaziz_Zeiler_Kolossa_Leutnant_Haeb-Umbach_2013, title=GMM-based significance decoding, DOI=10.1109/ICASSP.2013.6638984, booktitle=Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on, author=Abdelaziz, Ahmed H. and Zeiler, Steffen and Kolossa, Dorothea and Leutnant, Volker and Haeb-Umbach, Reinhold, year=2013, pages=6827–6831 
LibreCat: /record/11716
DOI: 10.1109/ICASSP.2013.6638984

@inproceedingsChinaev_Haeb-Umbach_2013, title=MAP-based Estimation of the Parameters of a Gaussian Mixture Model in the Presence of Noisy Observations, DOI=10.1109/ICASSP.2013.6638279, booktitle=38th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013), author=Chinaev, Aleksej and Haeb-Umbach, Reinhold, year=2013, pages=3352–3356 
LibreCat: /record/11740
DOI: 10.1109/ICASSP.2013.6638279

@inproceedingsChinaev_Haeb-Umbach_Taghia_Martin_2013, title=Improved Single-Channel Nonstationary Noise Tracking by an Optimized MAP-based Postprocessor, DOI=10.1109/ICASSP.2013.6639116, booktitle=38th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013), author=Chinaev, Aleksej and Haeb-Umbach, Reinhold and Taghia, Jalal and Martin, Rainer, year=2013, pages=7477–7481 
LibreCat: /record/11742
DOI: 10.1109/ICASSP.2013.6639116

@inproceedingsEnzner_Schmid_Haeb-Umbach_2013, title=On the Acoustic Channel Identification in Multi-Microphone Systems via Adaptive Blind Signal Enhancement Techniques, booktitle=21th European Signal Processing Conference (EUSIPCO 2013), author=Enzner, Gerald and Schmid, Dominic and Haeb-Umbach, Reinhold, year=2013 
LibreCat: /record/11762

@inproceedingsHeymann_Walter_Haeb-Umbach_Raj_2013, title=Unsupervised Word Segmentation from Noisy Input, booktitle=Automatic Speech Recognition and Understanding Workshop (ASRU 2013), author=Heymann, Jahn and Walter, Oliver and Haeb-Umbach, Reinhold and Raj, Bhiksha, year=2013 
LibreCat: /record/11815

@inproceedingsHoang_Haeb-Umbach_2013, title=Parameter estimation and classification of censored Gaussian data with application to WiFi indoor positioning, DOI=10.1109/ICASSP.2013.6638353, booktitle=38th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2013), author=Hoang, Manh Kha and Haeb-Umbach, Reinhold, year=2013, pages=3721–3725 
LibreCat: /record/11816
DOI: 10.1109/ICASSP.2013.6638353

@inproceedingsKinoshita_Delcroix_Yoshioka_Nakatani_Habets_Haeb-Umbach_Leutnant_Sehr_Kellermann_Maas_et al._2013, title=The reverb challenge: a common evaluation framework for dereverberation and recognition of reverberant speech, booktitle= IEEE Workshop on Applications of Signal Processing to Audio and Acoustics , author=Kinoshita, Keisuke and Delcroix, Marc and Yoshioka, Takuya and Nakatani, Tomohiro and Habets, Emanuel and Haeb-Umbach, Reinhold and Leutnant, Volker and Sehr, Armin and Kellermann, Walter and Maas, Roland and et al., year=2013, pages=22–23 
LibreCat: /record/11841

@articleLeutnant_Krueger_Haeb-Umbach_2013, title=Bayesian Feature Enhancement for Reverberation and Noise Robust Speech Recognition, volume=21, DOI=10.1109/TASL.2013.2258013, number=8, journal=IEEE Transactions on Audio, Speech, and Language Processing, author=Leutnant, Volker and Krueger, Alexander and Haeb-Umbach, Reinhold, year=2013, pages=1640–1652 
LibreCat: /record/11862
DOI: 10.1109/TASL.2013.2258013