@articleBoeddeker_Subramanian_Wichern_Haeb-Umbach_Le Roux_2024, title=TS-SEP: Joint Diarization and Separation Conditioned on Estimated Speaker Embeddings, volume=32, DOI=10.1109/taslp.2024.3350887, journal=IEEE/ACM Transactions on Audio, Speech, and Language Processing, publisher=Institute of Electrical and Electronics Engineers (IEEE), author=Boeddeker, Christoph and Subramanian, Aswin Shanmugam and Wichern, Gordon and Haeb-Umbach, Reinhold and Le Roux, Jonathan, year=2024, pages=1185–1197 

@inproceedingsCord-Landwehr_Boeddeker_Zoril_Doddipatla_Haeb-Umbach_2024, title=Geodesic Interpolation of Frame-Wise Speaker Embeddings for the Diarization of Meeting Scenarios, DOI=10.1109/icassp48485.2024.10445911, booktitle=ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), publisher=IEEE, author=Cord-Landwehr, Tobias and Boeddeker, Christoph and Zoril, Ctlin and Doddipatla, Rama and Haeb-Umbach, Reinhold, year=2024 

@inproceedingsGburrek_Schmalenstroeer_Haeb-Umbach_2023, title=On the Integration of Sampling Rate Synchronization and Acoustic Beamforming, booktitle=European Signal Processing Conference (EUSIPCO), author=Gburrek, Tobias and Schmalenstroeer, Joerg and Haeb-Umbach, Reinhold, year=2023 

@inproceedingsCord-Landwehr_Boeddeker_Zoril_Doddipatla_Haeb-Umbach_2023, title=Frame-Wise and Overlap-Robust Speaker Embeddings for Meeting Diarization, DOI=10.1109/icassp49357.2023.10095370, booktitle=ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), publisher=IEEE, author=Cord-Landwehr, Tobias and Boeddeker, Christoph and Zoril, Ctlin and Doddipatla, Rama and Haeb-Umbach, Reinhold, year=2023 

@inproceedingsSchmalenstroeer_Gburrek_Haeb-Umbach_2023, title=LibriWASN: A Data Set for Meeting Separation, Diarization, and Recognition with Asynchronous Recording Devices, booktitle=ITG Conference on Speech Communication, author=Schmalenstroeer, Joerg and Gburrek, Tobias and Haeb-Umbach, Reinhold, year=2023 

@inproceedingsCord-Landwehr_Boeddeker_Zoril_Doddipatla_Haeb-Umbach_2023, title=A Teacher-Student Approach for Extracting Informative Speaker Embeddings From Speech Mixtures, DOI=10.21437/interspeech.2023-1379, booktitle=INTERSPEECH 2023, publisher=ISCA, author=Cord-Landwehr, Tobias and Boeddeker, Christoph and Zoril, Ctlin and Doddipatla, Rama and Haeb-Umbach, Reinhold, year=2023 

@inproceedingsRautenberg_Kuhlmann_Wiechmann_Seebauer_Wagner_Haeb-Umbach_2023, title=On Feature Importance and Interpretability of Speaker Representations, booktitle=ITG Conference on Speech Communication, author=Rautenberg, Frederik and Kuhlmann, Michael and Wiechmann, Jana and Seebauer, Fritz and Wagner, Petra and Haeb-Umbach, Reinhold, year=2023 

@inproceedingsWiechmann_Rautenberg_Wagner_Haeb-Umbach_2023, title=Explaining voice characteristics to novice voice practitioners-How successful is it?, booktitle=20th International Congress of the Phonetic Sciences (ICPhS) , author=Wiechmann, Jana and Rautenberg, Frederik and Wagner, Petra and Haeb-Umbach, Reinhold, year=2023 

@inproceedingsAralikatti_Boeddeker_Wichern_Subramanian_Le Roux_2023, title=Reverberation as Supervision For Speech Separation, DOI=10.1109/icassp49357.2023.10095022, booktitle=ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), publisher=IEEE, author=Aralikatti, Rohith and Boeddeker, Christoph and Wichern, Gordon and Subramanian, Aswin and Le Roux, Jonathan, year=2023 

@inproceedingsBerger_Vieting_Boeddeker_Schlüter_Haeb-Umbach_2023, title=Mixture Encoder for Joint Speech Separation and Recognition, DOI=10.21437/interspeech.2023-1815, booktitle=INTERSPEECH 2023, publisher=ISCA, author=Berger, Simon and Vieting, Peter and Boeddeker, Christoph and Schlüter, Ralf and Haeb-Umbach, Reinhold, year=2023 

@inproceedingsSeebauer_Kuhlmann_Haeb-Umbach_Wagner_2023, title=Re-examining the quality dimensions of synthetic speech, booktitle=12th Speech Synthesis Workshop (SSW) 2023, author=Seebauer, Fritz and Kuhlmann, Michael and Haeb-Umbach, Reinhold and Wagner, Petra, year=2023 

@articlevon Neumann_Kinoshita_Boeddeker_Delcroix_Haeb-Umbach_2023, title=Segment-Less Continuous Speech Separation of Meetings: Training and Evaluation Criteria, volume=31, DOI=10.1109/taslp.2022.3228629, journal=IEEE/ACM Transactions on Audio, Speech, and Language Processing, publisher=Institute of Electrical and Electronics Engineers (IEEE), author=von Neumann, Thilo and Kinoshita, Keisuke and Boeddeker, Christoph and Delcroix, Marc and Haeb-Umbach, Reinhold, year=2023, pages=576–589 

@inproceedingsvon Neumann_Boeddeker_Kinoshita_Delcroix_Haeb-Umbach_2023, title=On Word Error Rate Definitions and Their Efficient Computation for Multi-Speaker Speech Recognition Systems, DOI=10.1109/icassp49357.2023.10094784, booktitle=ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), publisher=IEEE, author=von Neumann, Thilo and Boeddeker, Christoph and Kinoshita, Keisuke and Delcroix, Marc and Haeb-Umbach, Reinhold, year=2023 

@inproceedingsvon Neumann_Boeddeker_Delcroix_Haeb-Umbach_2023, title=MeetEval: A Toolkit for Computation of Word Error Rates for Meeting Transcription Systems, booktitle=Proc. CHiME 2023 Workshop on Speech Processing in Everyday Environments, author=von Neumann, Thilo and Boeddeker, Christoph and Delcroix, Marc and Haeb-Umbach, Reinhold, year=2023 

@inproceedingsGburrek_Schmalenstroeer_Haeb-Umbach_2023, title=Spatial Diarization for Meeting Transcription with Ad-Hoc Acoustic Sensor Networks, booktitle=Proc. Asilomar Conference on Signals, Systems, and Computers, author=Gburrek, Tobias and Schmalenstroeer, Joerg and Haeb-Umbach, Reinhold, year=2023 

@inproceedingsEbbers_Haeb-Umbach_Serizel_2023, place=Tampere, Finland, title=Post-Processing Independent Evaluation of Sound Event Detection Systems, booktitle=Proceedings of the 8th Detection and Classification of Acoustic Scenes and Events 2023 Workshop (DCA), author=Ebbers, Janek and Haeb-Umbach, Reinhold and Serizel, Romain, year=2023, pages=36–40 

@inproceedingsRautenberg_Kuhlmann_Ebbers_Wiechmann_Seebauer_Wagner_Haeb-Umbach_2023, title=Speech Disentanglement for Analysis and Modification of Acoustic and Perceptual Speaker Characteristics, booktitle=Fortschritte der Akustik - DAGA 2023, author=Rautenberg, Frederik and Kuhlmann, Michael and Ebbers, Janek and Wiechmann, Jana and Seebauer, Fritz and Wagner, Petra and Haeb-Umbach, Reinhold, year=2023, pages=1409–1412 

@articleZhang_Chang_Boeddeker_Nakatani_Watanabe_Qian_2022, title=End-to-End Dereverberation, Beamforming, and Speech Recognition in A Cocktail Party, DOI=10.1109/TASLP.2022.3209942, journal=IEEE/ACM Transactions on Audio, Speech, and Language Processing, author=Zhang, Wangyou and Chang, Xuankai and Boeddeker, Christoph and Nakatani, Tomohiro and Watanabe, Shinji and Qian, Yanmin, year=2022 

@inproceedingsBoeddeker_Cord-Landwehr_von Neumann_Haeb-Umbach_2022, title=An Initialization Scheme for Meeting Separation with Spatial Mixture Models, DOI=10.21437/interspeech.2022-10929, booktitle=Interspeech 2022, publisher=ISCA, author=Boeddeker, Christoph and Cord-Landwehr, Tobias and von Neumann, Thilo and Haeb-Umbach, Reinhold, year=2022 

@inproceedingsHeitkämper_Schmalenstroeer_Haeb-Umbach, place=Belgrad, title=Neural Network Based Carrier Frequency Offset Estimation From Speech Transmitted Over High Frequency Channels, booktitle=Proceedings of the 30th European Signal Processing Conference (EUSIPCO), author=Heitkämper, Jens and Schmalenstroeer, Joerg and Haeb-Umbach, Reinhold 

@inproceedingsAfifi_Karl_Gburrek_Schmalenstroeer_2022, title=Data-driven Time Synchronization in Wireless Multimedia Networks, DOI=10.1109/iwcmc55113.2022.9824980, booktitle=2022 International Wireless Communications and Mobile Computing (IWCMC), publisher=IEEE, author=Afifi, Haitham and Karl, Holger and Gburrek, Tobias and Schmalenstroeer, Joerg, year=2022 

@inproceedingsKinoshita_von Neumann_Delcroix_Boeddeker_Haeb-Umbach_2022, title=Utterance-by-utterance overlap-aware neural diarization with Graph-PIT, DOI=10.21437/Interspeech.2022-11408, booktitle=Proc. Interspeech 2022, publisher=ISCA, author=Kinoshita, Keisuke and von Neumann, Thilo and Delcroix, Marc and Boeddeker, Christoph and Haeb-Umbach, Reinhold, year=2022, pages=1486–1490 

@inproceedingsvon Neumann_Kinoshita_Boeddeker_Delcroix_Haeb-Umbach_2022, title=SA-SDR: A Novel Loss Function for Separation of Meeting Style Data, DOI=10.1109/icassp43922.2022.9746757, booktitle=ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), publisher=IEEE, author=von Neumann, Thilo and Kinoshita, Keisuke and Boeddeker, Christoph and Delcroix, Marc and Haeb-Umbach, Reinhold, year=2022 

@inproceedingsCord-Landwehr_von Neumann_Boeddeker_Haeb-Umbach_2022, title=MMS-MSG: A Multi-purpose Multi-Speaker Mixture Signal Generator, booktitle=2022 International Workshop on Acoustic Signal Enhancement (IWAENC), author=Cord-Landwehr, Tobias and von Neumann, Thilo and Boeddeker, Christoph and Haeb-Umbach, Reinhold, year=2022 

@inproceedingsCord-Landwehr_Boeddeker_von Neumann_Zorila_Doddipatla_Haeb-Umbach_2022, place=Bamberg, title=Monaural source separation: From anechoic to reverberant environments, booktitle=2022 International Workshop on Acoustic Signal Enhancement (IWAENC), publisher=IEEE, author=Cord-Landwehr, Tobias and Boeddeker, Christoph and von Neumann, Thilo and Zorila, Catalin and Doddipatla, Rama and Haeb-Umbach, Reinhold, year=2022 

@inproceedingsGburrek_Schmalenstroeer_Haeb-Umbach_2022, title=On Synchronization of Wireless Acoustic Sensor Networks in the Presence of Time-Varying Sampling Rate Offsets and Speaker Changes, DOI=10.1109/icassp43922.2022.9746284, booktitle=ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), publisher=IEEE, author=Gburrek, Tobias and Schmalenstroeer, Joerg and Haeb-Umbach, Reinhold, year=2022 

@articleGrimm_Fei_Warsitz_Farhoud_Breddermann_Haeb-Umbach_2022, title=Warping of Radar Data Into Camera Image for Cross-Modal Supervision in Automotive Applications, volume=71, DOI=10.1109/TVT.2022.3182411, number=9, journal=IEEE Transactions on Vehicular Technology, author=Grimm, Christopher and Fei, Tai and Warsitz, Ernst and Farhoud, Ridha and Breddermann, Tobias and Haeb-Umbach, Reinhold, year=2022, pages=9435–9449 

@bookEbbers_Haeb-Umbach_2022, title=Pre-Training And Self-Training For Sound Event Detection In Domestic Environments, author=Ebbers, Janek and Haeb-Umbach, Reinhold, year=2022 

@inproceedingsWiechmann_Glarner_Rautenberg_Wagner_Haeb-Umbach_2022, title=Technically enabled explaining of voice characteristics, booktitle=18. Phonetik und Phonologie im deutschsprachigen Raum (P&;P), author=Wiechmann, Jana and Glarner, Thomas and Rautenberg, Frederik and Wagner, Petra and Haeb-Umbach, Reinhold, year=2022 

@inproceedingsKuhlmann_Seebauer_Ebbers_Wagner_Haeb-Umbach_2022, title=Investigation into Target Speaking Rate Adaptation for Voice Conversion, DOI=10.21437/interspeech.2022-10740, booktitle=Interspeech 2022, publisher=ISCA, author=Kuhlmann, Michael and Seebauer, Fritz and Ebbers, Janek and Wagner, Petra and Haeb-Umbach, Reinhold, year=2022 

@inproceedingsGburrek_Schmalenstroeer_Heitkaemper_Haeb-Umbach_2022, title=Informed vs. Blind Beamforming in Ad-Hoc Acoustic Sensor Networks for Meeting Transcription, DOI=10.1109/IWAENC53105.2022.9914772, booktitle=2022 International Workshop on Acoustic Signal Enhancement (IWAENC), publisher=IEEE, author=Gburrek, Tobias and Schmalenstroeer, Joerg and Heitkaemper, Jens and Haeb-Umbach, Reinhold, year=2022 

@bookGburrek_Boeddeker_von Neumann_Cord-Landwehr_Schmalenstroeer_Haeb-Umbach_2022, title=A Meeting Transcription System for an Ad-Hoc Acoustic Sensor Network, DOI=10.48550/ARXIV.2205.00944, publisher=arXiv, author=Gburrek, Tobias and Boeddeker, Christoph and von Neumann, Thilo and Cord-Landwehr, Tobias and Schmalenstroeer, Joerg and Haeb-Umbach, Reinhold, year=2022 

@inproceedingsEbbers_Haeb-Umbach_Serizel_2022, title=Threshold Independent Evaluation of Sound Event Detection Scores, booktitle=Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), author=Ebbers, Janek and Haeb-Umbach, Reinhold and Serizel, Romain, year=2022 

@articleHaeb-Umbach_Heymann_Drude_Watanabe_Delcroix_Nakatani_2021, title=Far-Field Automatic Speech Recognition, volume=109, DOI=10.1109/JPROC.2020.3018668, number=2, journal=Proceedings of the IEEE, author=Haeb-Umbach, Reinhold and Heymann, Jahn and Drude, Lukas and Watanabe, Shinji and Delcroix, Marc and Nakatani, Tomohiro, year=2021, pages=124–148 

@inproceedingsZhang_Boeddeker_Watanabe_Nakatani_Delcroix_Kinoshita_Ochiai_Kamo_Haeb-Umbach_Qian_2021, title=End-to-End Dereverberation, Beamforming, and Speech Recognition with Improved Numerical Stability and Advanced Frontend, DOI=10.1109/icassp39728.2021.9414464, booktitle=ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), author=Zhang, Wangyou and Boeddeker, Christoph and Watanabe, Shinji and Nakatani, Tomohiro and Delcroix, Marc and Kinoshita, Keisuke and Ochiai, Tsubasa and Kamo, Naoyuki and Haeb-Umbach, Reinhold and Qian, Yanmin, year=2021 

@inproceedingsLi_Shi_Zhang_Subramanian_Chang_Kamo_Hira_Hayashi_Boeddeker_Chen_et al._2021, title=ESPnet-SE: End-To-End Speech Enhancement and Separation Toolkit Designed for ASR Integration, DOI=10.1109/slt48900.2021.9383615, booktitle=2021 IEEE Spoken Language Technology Workshop (SLT), author=Li, Chenda and Shi, Jing and Zhang, Wangyou and Subramanian, Aswin Shanmugam and Chang, Xuankai and Kamo, Naoyuki and Hira, Moto and Hayashi, Tomoki and Boeddeker, Christoph and Chen, Zhuo and et al., year=2021 

@inproceedingsLi_Luo_Han_Li_Yoshioka_Zhou_Delcroix_Kinoshita_Boeddeker_Qian_et al._2021, title=Dual-Path RNN for Long Recording Speech Separation, DOI=10.1109/slt48900.2021.9383514, booktitle=2021 IEEE Spoken Language Technology Workshop (SLT), author=Li, Chenda and Luo, Yi and Han, Cong and Li, Jinyu and Yoshioka, Takuya and Zhou, Tianyan and Delcroix, Marc and Kinoshita, Keisuke and Boeddeker, Christoph and Qian, Yanmin and et al., year=2021 

@inproceedingsHeitkaemper_Schmalenstroeer_Ion_Haeb-Umbach_2021, title=A Database for Research on Detection and Enhancement of Speech Transmitted over HF links, booktitle=Speech Communication; 14th ITG-Symposium, author=Heitkaemper, Jens and Schmalenstroeer, Joerg and Ion, Valentin and Haeb-Umbach, Reinhold, year=2021, pages=1–5 

@inproceedingsBoeddeker_Rautenberg_Haeb-Umbach_2021, title=A Comparison and Combination of Unsupervised Blind Source Separation  Techniques, booktitle=ITG Conference on Speech Communication, author=Boeddeker, Christoph and Rautenberg, Frederik and Haeb-Umbach, Reinhold, year=2021 

@inproceedingsBoeddeker_Zhang_Nakatani_Kinoshita_Ochiai_Delcroix_Kamo_Qian_Haeb-Umbach_2021, title=Convolutive Transfer Function Invariant SDR Training Criteria for Multi-Channel Reverberant Speech Separation, DOI=10.1109/icassp39728.2021.9414661, booktitle=ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), author=Boeddeker, Christoph and Zhang, Wangyou and Nakatani, Tomohiro and Kinoshita, Keisuke and Ochiai, Tsubasa and Delcroix, Marc and Kamo, Naoyuki and Qian, Yanmin and Haeb-Umbach, Reinhold, year=2021 

@inproceedingsSchmalenstroeer_Heitkaemper_Ullmann_Haeb-Umbach_2021, title=Open Range Pitch Tracking for Carrier Frequency Difference Estimation from HF Transmitted Speech, booktitle=29th European Signal Processing Conference (EUSIPCO), author=Schmalenstroeer, Joerg and Heitkaemper, Jens and Ullmann, Joerg and Haeb-Umbach, Reinhold, year=2021, pages=1–5 

@articleGburrek_Schmalenstroeer_Haeb-Umbach_2021, title=Geometry calibration in wireless acoustic sensor networks utilizing DoA and distance information, DOI=10.1186/s13636-021-00210-x, journal=EURASIP Journal on Audio, Speech, and Music Processing, author=Gburrek, Tobias and Schmalenstroeer, Joerg and Haeb-Umbach, Reinhold, year=2021 

@inproceedingsGburrek_Schmalenstroeer_Haeb-Umbach_2021, title=Iterative Geometry Calibration from Distance Estimates for Wireless Acoustic Sensor Networks, DOI=10.1109/icassp39728.2021.9413831, booktitle=ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), author=Gburrek, Tobias and Schmalenstroeer, Joerg and Haeb-Umbach, Reinhold, year=2021 

@inproceedingsGburrek_Schmalenstroeer_Haeb-Umbach_2021, title=On Source-Microphone Distance Estimation Using Convolutional Recurrent Neural Networks, booktitle=Speech Communication; 14th ITG-Symposium, author=Gburrek, Tobias and Schmalenstroeer, Joerg and Haeb-Umbach, Reinhold, year=2021, pages=1–5 

@inproceedingsChinaev_Enzner_Gburrek_Schmalenstroeer_2021, title=Online Estimation of Sampling Rate Offsets in Wireless Acoustic Sensor Networks with Packet Loss, booktitle=29th European Signal Processing Conference (EUSIPCO), author=Chinaev, Aleksej and Enzner, Gerald and Gburrek, Tobias and Schmalenstroeer, Joerg, year=2021, pages=1–5 

@inproceedingsEbbers_Kuhlmann_Cord-Landwehr_Haeb-Umbach_2021, title=Contrastive Predictive Coding Supported Factorized Variational Autoencoder for Unsupervised Learning of Disentangled Speech Representations, booktitle=Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), author=Ebbers, Janek and Kuhlmann, Michael and Cord-Landwehr, Tobias and Haeb-Umbach, Reinhold, year=2021, pages=3860–3864 

@inproceedingsvon Neumann_Kinoshita_Boeddeker_Delcroix_Haeb-Umbach_2021, title=Graph-PIT: Generalized Permutation Invariant Training for Continuous Separation of Arbitrary Numbers of Speakers, DOI=10.21437/interspeech.2021-1177, booktitle=Interspeech 2021, author=von Neumann, Thilo and Kinoshita, Keisuke and Boeddeker, Christoph and Delcroix, Marc and Haeb-Umbach, Reinhold, year=2021 

@inproceedingsvon Neumann_Boeddeker_Kinoshita_Delcroix_Haeb-Umbach_2021, title=Speeding Up Permutation Invariant Training for Source Separation, booktitle=Speech Communication; 14th ITG Conference, author=von Neumann, Thilo and Boeddeker, Christoph and Kinoshita, Keisuke and Delcroix, Marc and Haeb-Umbach, Reinhold, year=2021 

@inproceedingsEbbers_Haeb-Umbach_2021, place=Barcelona, Spain, title=Self-Trained Audio Tagging and Sound Event Detection in Domestic Environments, booktitle=Proceedings of the 6th Detection and Classification of Acoustic Scenes and Events 2021 Workshop (DCA), author=Ebbers, Janek and Haeb-Umbach, Reinhold, year=2021, pages=226–230 

@inproceedingsEbbers_Keyser_Haeb-Umbach_2021, title=Adapting Sound Recognition to A New Environment Via Self-Training, booktitle=Proceedings of the 29th European Signal Processing Conference (EUSIPCO), author=Ebbers, Janek and Keyser, Moritz Curt and Haeb-Umbach, Reinhold, year=2021, pages=1135–1139 

@articleRohlfing_Cimiano_Scharlau_Matzner_Buhl_Buschmeier_Esposito_Grimminger_Hammer_Haeb-Umbach_et al._2021, title=Explanation as a Social Practice: Toward a Conceptual Framework for the Social Design of AI Systems, volume=13, DOI=10.1109/tcds.2020.3044366, number=3, journal=IEEE Transactions on Cognitive and Developmental Systems, author=Rohlfing, Katharina J. and Cimiano, Philipp and Scharlau, Ingrid and Matzner, Tobias and Buhl, Heike M. and Buschmeier, Hendrik and Esposito, Elena and Grimminger, Angela and Hammer, Barbara and Haeb-Umbach, Reinhold and et al., year=2021, pages=717–728 

@inproceedingsHaeb-Umbach_2020, title=Sprachtechnologien für Digitale Assistenten, booktitle=Studientexte zur Sprachkommunikation: Elektronische Sprachsignalverarbeitung 2020, publisher=TUDpress, Dresden, author=Haeb-Umbach, Reinhold, editor=Böck, Ronald and Siegert, Ingo and Wendemuth, AndreasEditors, year=2020, pages=227–234 

@inproceedingsBoeddeker_Nakatani_Kinoshita_Haeb-Umbach_2020, title=Jointly Optimal Dereverberation and Beamforming, DOI=10.1109/icassp40776.2020.9054393, booktitle=ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), author=Boeddeker, Christoph and Nakatani, Tomohiro and Kinoshita, Keisuke and Haeb-Umbach, Reinhold, year=2020 

@inproceedingsBoeddeker_Cord-Landwehr_Heitkaemper_Zorila_Hayakawa_Li_Liu_Doddipatla_Haeb-Umbach_2020, title=Towards a speaker diarization system for the CHiME 2020 dinner party transcription, booktitle=Proc. CHiME 2020 Workshop on Speech Processing in Everyday Environments, author=Boeddeker, Christoph and Cord-Landwehr, Tobias and Heitkaemper, Jens and Zorila, Catalin and Hayakawa, Daichi and Li, Mohan and Liu, Min and Doddipatla, Rama and Haeb-Umbach, Reinhold, year=2020 

@articleNakatani_Boeddeker_Kinoshita_Ikeshita_Delcroix_Haeb-Umbach_2020, title=Jointly optimal denoising, dereverberation, and source separation, DOI=10.1109/TASLP.2020.3013118, journal=IEEE/ACM Transactions on Audio, Speech, and Language Processing, author=Nakatani, Tomohiro and Boeddeker, Christoph and Kinoshita, Keisuke and Ikeshita, Rintaro and Delcroix, Marc and Haeb-Umbach, Reinhold, year=2020, pages=1–1 

@inproceedingsHeitkaemper_Jakobeit_Boeddeker_Drude_Haeb-Umbach_2020, title=Demystifying TasNet: A Dissecting Approach, booktitle=ICASSP 2020 Virtual Barcelona Spain, author=Heitkaemper, Jens and Jakobeit, Darius and Boeddeker, Christoph and Drude, Lukas and Haeb-Umbach, Reinhold, year=2020 

@articleWatanabe_Mandel_Barker_Vincent_Arora_Chang_Khudanpur_Manohar_Povey_Raj_et al._2020, title=CHiME-6 Challenge:Tackling Multispeaker Speech Recognition for  Unsegmented Recordings, journal=arXiv:2004.09249, author=Watanabe, Shinji and Mandel, Michael and Barker, Jon and Vincent, Emmanuel and Arora, Ashish and Chang, Xuankai and Khudanpur, Sanjeev and Manohar, Vimal and Povey, Daniel and Raj, Desh and et al., year=2020 

@inproceedingsHeitkaemper_Schmalenstroeer_Haeb-Umbach_2020, title=Statistical and Neural Network Based Speech Activity Detection in Non-Stationary Acoustic Environments, booktitle=INTERSPEECH 2020 Virtual Shanghai China, author=Heitkaemper, Jens and Schmalenstroeer, Joerg and Haeb-Umbach, Reinhold, year=2020 

@inproceedingsvon Neumann_Kinoshita_Drude_Boeddeker_Delcroix_Nakatani_Haeb-Umbach_2020, title=End-to-End Training of Time Domain Audio Separation and Recognition, DOI=10.1109/ICASSP40776.2020.9053461, booktitle=ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), author=von Neumann, Thilo and Kinoshita, Keisuke and Drude, Lukas and Boeddeker, Christoph and Delcroix, Marc and Nakatani, Tomohiro and Haeb-Umbach, Reinhold, year=2020, pages=7004–7008 

@inproceedingsvon Neumann_Boeddeker_Drude_Kinoshita_Delcroix_Nakatani_Haeb-Umbach_2020, title=Multi-Talker ASR for an Unknown Number of Sources: Joint Training of Source Counting, Separation and ASR, DOI=10.21437/Interspeech.2020-2519, booktitle=Proc. Interspeech 2020, author=von Neumann, Thilo and Boeddeker, Christoph and Drude, Lukas and Kinoshita, Keisuke and Delcroix, Marc and Nakatani, Tomohiro and Haeb-Umbach, Reinhold, year=2020, pages=3097–3101 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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