@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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