@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@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 

@inproceedingsTran Vu_Haeb-Umbach_2013, title=Blind Speech Separation Exploiting Temporal and Spectral Correlations Using Turbo Decoding of 2D-HMMs, booktitle=21th European Signal Processing Conference (EUSIPCO 2013), author=Tran Vu, Dang Hai and Haeb-Umbach, Reinhold, year=2013 

@inproceedingsVu_Haeb-Umbach_2013, title=Using the turbo principle for exploiting temporal and spectral correlations in speech presence probability estimation, DOI=10.1109/ICASSP.2013.6637771, booktitle=38th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2013), author=Vu, Dang Hai Tran and Haeb-Umbach, Reinhold, year=2013, pages=863–867 

@inproceedingsWalter_Haeb-Umbach_Chaudhuri_Raj_2013, title=Unsupervised Word Discovery from Phonetic Input Using Nested Pitman-Yor Language Modeling, booktitle=IEEE International Conference on Robotics and Automation (ICRA 2013), author=Walter, Oliver and Haeb-Umbach, Reinhold and Chaudhuri, Sourish and Raj, Bhiksha, year=2013 

@inproceedingsWalter_Korthals_Haeb-Umbach_Raj_2013, title=Hierarchical System for Word Discovery Exploiting DTW-Based Initialization, booktitle=Automatic Speech Recognition and Understanding Workshop (ASRU 2013), author=Walter, Oliver and Korthals, Timo and Haeb-Umbach, Reinhold and Raj, Bhiksha, year=2013 

@bookWalter_Schmalenstroeer_Haeb-Umbach_2013, title=A Novel Initialization Method for Unsupervised Learning of Acoustic Patterns in Speech (FGNT-2013-01), author=Walter, Oliver and Schmalenstroeer, Joerg and Haeb-Umbach, Reinhold, year=2013 

@inproceedingsJacob_Schmalenstroeer_Haeb-Umbach_2013, title=DoA-Based Microphone Array Position Self-Calibration Using Circular Statistic, DOI=10.1109/ICASSP.2013.6637620, booktitle=38th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2013), author=Jacob, Florian and Schmalenstroeer, Joerg and Haeb-Umbach, Reinhold, year=2013, pages=116–120 

@inproceedingsSchmalenstroeer_Haeb-Umbach_2013, title=Sampling Rate Synchronisation in Acoustic Sensor Networks with a Pre-Trained Clock Skew Error Model, booktitle=21th European Signal Processing Conference (EUSIPCO 2013), author=Schmalenstroeer, Joerg and Haeb-Umbach, Reinhold, year=2013 

@inproceedingsHoang_Schmitz_Drueke_Vu_Schmalenstroeer_Haeb-Umbach_2013, title=Server based indoor navigation using RSSI and inertial sensor information, DOI=10.1109/WPNC.2013.6533263, booktitle=Positioning Navigation and Communication (WPNC), 2013 10th Workshop on, author=Hoang, Manh Kha and Schmitz, Sarah and Drueke, Christian and Vu, Dang Hai Tran and Schmalenstroeer, Joerg and Haeb-Umbach, Reinhold, year=2013, pages=1–6 

@inproceedingsHoang_Schmalenstroeer_Drueke_Tran Vu_Haeb-Umbach_2013, title=A Hidden Markov Model for Indoor User Tracking Based on WiFi Fingerprinting and Step Detection, booktitle=21th European Signal Processing Conference (EUSIPCO 2013), author=Hoang, Manh Kha and Schmalenstroeer, Joerg and Drueke, Christian and Tran Vu, Dang Hai and Haeb-Umbach, Reinhold, year=2013 

@inproceedingsChinaev_Haeb-Umbach_2012, title=Quality Analysis and Optimization of the MAP-based Noise Power Spectral Density Tracker, booktitle=Speech Communication; 10. ITG Symposium; Proceedings., author=Chinaev, Aleksej and Haeb-Umbach, Reinhold, year=2012 

@inproceedingsChinaev_Krueger_Tran Vu_Haeb-Umbach_2012, title=Improved Noise Power Spectral Density Tracking by a MAP-based Postprocessor, booktitle=37th International Conference on Acoustics, Speech and Signal Processing (ICASSP 2012), author=Chinaev, Aleksej and Krueger, Alexander and Tran Vu, Dang Hai and Haeb-Umbach, Reinhold, year=2012 

@inbookKrueger_Haeb-Umbach_2012, title=Reverberant Speech Recognition, booktitle=Techniques for Noise Robustness in Automatic Speech Recognition, publisher=Wiley, author=Krueger, Alexander and Haeb-Umbach, Reinhold, year=2012 

@inproceedingsKrueger_Walter_Leutnant_Haeb-Umbach_2012, place=Portland, USA, title=Bayesian Feature Enhancement for ASR of Noisy Reverberant Real-World Data, booktitle=Proc. Interspeech, author=Krueger, Alexander and Walter, Oliver and Leutnant, Volker and Haeb-Umbach, Reinhold, year=2012 

@articleLeutnant_Krueger_Haeb-Umbach_2012, title=Investigations Into a Statistical Observation Model for Logarithmic Mel Power Spectral Density Features of Noisy Reverberant Speech, journal=Speech Communication; 10. ITG Symposium; Proceedings of, author=Leutnant, Volker and Krueger, Alexander and Haeb-Umbach, Reinhold, year=2012, pages=1–4 

@inproceedingsLeutnant_Krueger_Haeb-Umbach_2012, title=A Statistical Observation Model For Noisy Reverberant Speech Features and its Application to Robust ASR, booktitle=Signal Processing, Communications and Computing (ICSPCC), 2012 IEEE International Conference on, author=Leutnant, Volker and Krueger, Alexander and Haeb-Umbach, Reinhold, year=2012 

@bookLeutnant_Krueger_Haeb-Umbach_2012, title=Derivation of the Power Compensation Constant in the Observation Model for Reverberant Speech in the Logarithmic Mel Power Spectral Domain, author=Leutnant, Volker and Krueger, Alexander and Haeb-Umbach, Reinhold, year=2012 

@inproceedingsTran Vu_Haeb-Umbach_2012, title=Exploiting Temporal Correlations in Joint Multichannel Speech Separation and Noise Suppression using Hidden Markov Models, booktitle=International Workshop on Acoustic Signal Enhancement (IWAEN12), author=Tran Vu, Dang Hai and Haeb-Umbach, Reinhold, year=2012 

@inproceedingsJacob_Schmalenstroeer_Haeb-Umbach_2012, title=Microphone Array Position Self-Calibration from Reverberant Speech Input, booktitle=International Workshop on Acoustic Signal Enhancement (IWAENC 2012), author=Jacob, Florian and Schmalenstroeer, Joerg and Haeb-Umbach, Reinhold, year=2012 

@inproceedingsWalter_Schmalenstroeer_Engler_Haeb-Umbach_2012, title=Smartphone-Based Sensor Fusion for Improved Vehicular Navigation, booktitle=9th Workshop on Positioning Navigation and Communication (WPNC 2012), author=Walter, Oliver and Schmalenstroeer, Joerg and Engler, Andreas and Haeb-Umbach, Reinhold, year=2012 

@inproceedingsBevermeier_Flanke_Haeb-Umbach_Stehr_2011, title=A Platform for efficient Supply Chain Management Support in Logistics, booktitle=International Workshop on Intelligent Transportation (WIT 2011), author=Bevermeier, Maik and Flanke, Stephan and Haeb-Umbach, Reinhold and Stehr, Jan, year=2011 

@inbookHaeb-Umbach_2011, title=Uncertainty Decoding and Conditional Bayesian Estimation, booktitle=Robust Speech Recognition of Uncertain or Missing Data, publisher=Springer, author=Haeb-Umbach, Reinhold, editor=Haeb-Umbach, Reinhold and Kolossa, DorotheaEditors, year=2011 

@inbookHaeb-Umbach_2011, title=Können Computer sprechen und hören, sollen sie es überhaupt können? Sprachverarbeitung und ambiente Intelligenz, booktitle=Baustelle Informationsgesellschaft und Universität heute, publisher=Ferdinand Schoeningh Verlag, Paderborn, author=Haeb-Umbach, Reinhold, year=2011 

@articleHerbig_Gerl_Minker_Haeb-Umbach_2011, title=Adaptive Systems for Unsupervised Speaker Tracking and Speech Recognition, volume=2, number=3, journal=Evolving Systems, author=Herbig, Tobias and Gerl, Franz and Minker, Wolfgang and Haeb-Umbach, Reinhold, year=2011, pages=199–214 

@inbookKrueger_Haeb-Umbach_2011, title=A Model-Based Approach to Joint Compensation of Noise and Reverberation for Speech Recognition, booktitle=Robust Speech Recognition of Uncertain or Missing Data, publisher=Springer, author=Krueger, Alexander and Haeb-Umbach, Reinhold, editor=Haeb-Umbach, Reinhold and Kolossa, DorotheaEditors, year=2011 

@inproceedingsKrueger_Haeb-Umbach_2011, title=MAP-based estimation of the parameters of non-stationary Gaussian processes from noisy observations, DOI=10.1109/ICASSP.2011.5946256, booktitle=IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), author=Krueger, Alexander and Haeb-Umbach, Reinhold, year=2011, pages=3596–3599 

@articleKrueger_Warsitz_Haeb-Umbach_2011, title=Speech Enhancement With a GSC-Like Structure Employing Eigenvector-Based Transfer Function Ratios Estimation, volume=19, DOI=10.1109/TASL.2010.2047324, number=1, journal=IEEE Transactions on Audio, Speech, and Language Processing, author=Krueger, Alexander and Warsitz, Ernst and Haeb-Umbach, Reinhold, year=2011, pages=206–219 

@inbookLeutnant_Haeb-Umbach_2011, title=Conditional Bayesian Estimation Employing a Phase-Sensitive Observation Model for Noise Robust Speech Recognition, booktitle=Robust Speech Recognition of Uncertain or Missing Data, publisher=Springer, author=Leutnant, Volker and Haeb-Umbach, Reinhold, editor=Haeb-Umbach, Reinhold and Kolossa, DorotheaEditors, year=2011 

@inproceedingsLeutnant_Krueger_Haeb-Umbach_2011, title=A versatile Gaussian splitting approach to non-linear state estimation and its application to noise-robust ASR, booktitle=Interspeech 2011, author=Leutnant, Volker and Krueger, Alexander and Haeb-Umbach, Reinhold, year=2011 

@inproceedingsTran Vu_Haeb-Umbach_2011, title=On Initial Seed Selection for Frequency Domain Blind Speech Separation, booktitle=Interspeech 2011, author=Tran Vu, Dang Hai and Haeb-Umbach, Reinhold, year=2011 

@bookKolossa_Haeb-Umbach_2011, title=Robust Speech Recognition of Uncertain or Missing Data --- Theory and Applications, publisher=Springer, year=2011 

@inproceedingsSchmalenstroeer_Bartek_Haeb-Umbach_2011, title=Unsupervised learning of acoustic events using dynamic time warping and hierarchical K-means++ clustering, booktitle=Interspeech 2011, author=Schmalenstroeer, Joerg and Bartek, Markus and Haeb-Umbach, Reinhold, year=2011 

@inproceedingsSchmalenstroeer_Jacob_Haeb-Umbach_Hennecke_Fink_2011, title=Unsupervised Geometry Calibration of Acoustic Sensor Networks Using Source Correspondences, booktitle=Interspeech 2011, author=Schmalenstroeer, Joerg and Jacob, Florian and Haeb-Umbach, Reinhold and Hennecke, Marius and Fink, Gernot A., year=2011 

@inproceedingsSchmalenstroeer_Bartek_Haeb-Umbach_2011, title=Investigations into Features for Robust Classification into Broad Acoustic Categories, booktitle=37. Deutsche Jahrestagung fuer Akustik (DAGA 2011), author=Schmalenstroeer, Joerg and Bartek, Markus and Haeb-Umbach, Reinhold, year=2011 

@inproceedingsBevermeier_Walter_Peschke_Haeb-Umbach_2010, title=Barometric height estimation combined with map-matching in a loosely-coupled Kalman-filter, DOI=10.1109/WPNC.2010.5650745, booktitle=7th Workshop on Positioning Navigation and Communication (WPNC 2010), author=Bevermeier, Maik and Walter, Oliver and Peschke, Sven and Haeb-Umbach, Reinhold, year=2010, pages=128–134 

@articleKrueger_Haeb-Umbach_2010, title=Model-Based Feature Enhancement for Reverberant Speech Recognition, volume=18, DOI=10.1109/TASL.2010.2049684, number=7, journal=IEEE Transactions on Audio, Speech, and Language Processing, author=Krueger, Alexander and Haeb-Umbach, Reinhold, year=2010, pages=1692–1707 

@inproceedingsLeutnant_Haeb-Umbach_2010, title=Options for Modelling Temporal Statistical Dependencies in an Acoustic Model for ASR, booktitle=36. Deutsche Jahrestagung fuer Akustik (DAGA 2010), author=Leutnant, Volker and Haeb-Umbach, Reinhold, year=2010 

@inproceedingsLeutnant_Haeb-Umbach_2010, title=On the Exploitation of Hidden Markov Models and Linear Dynamic Models in a Hybrid Decoder Architecture for Continuous Speech Recognition, booktitle=Interspeech 2010, author=Leutnant, Volker and Haeb-Umbach, Reinhold, year=2010 

@inproceedingsRaj_Wilson_Krueger_Haeb-Umbach_2010, title=Ungrounded Independent Non-Negative Factor Analysis, booktitle=Interspeech 2010, author=Raj, Bhiksha and Wilson, Kevin W. and Krueger, Alexander and Haeb-Umbach, Reinhold, year=2010 

@inproceedingsTran Vu_Haeb-Umbach_2010, title=An EM Approach to Integrated Multichannel Speech Separation and Noise Suppression, booktitle=International Workshop on Acoustic Echo and Noise Control (IWAENC 2010), author=Tran Vu, Dang Hai and Haeb-Umbach, Reinhold, year=2010 

@inproceedingsTran Vu_Haeb-Umbach_2010, title=Blind speech separation employing directional statistics in an Expectation Maximization framework, DOI=10.1109/ICASSP.2010.5495994, booktitle=IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2010), author=Tran Vu, Dang Hai and Haeb-Umbach, Reinhold, year=2010, pages=241–244