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285 Publications


2021 | Journal Article | LibreCat-ID: 24481 | OA
Explanation as a Social Practice: Toward a Conceptual Framework for the Social Design of Al Systems
K.J. Rohlfing, P. Cimiano, I. Scharlau, T. Matzner, H.M. Buhl, H. Buschmeier, E. Esposito, A. Grimminger, B. Hammer, R. Haeb-Umbach, I. Horwath, E. Huellermeier, F. Kern, S. Kopp, K. Thommes, A.-C. Ngonga Ngomo, C. Schulte, H. Wachsmuth, P. Wagner, B. Wrede, IEEE Transactions on Cognitive and Development Systems 13 (2021) 717–728.
LibreCat | Files available | DOI
 

2021 | Journal Article | LibreCat-ID: 21065 | OA
Far-Field Automatic Speech Recognition
R. Haeb-Umbach, J. Heymann, L. Drude, S. Watanabe, M. Delcroix, T. Nakatani, Proceedings of the IEEE 109 (2021) 124–148.
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2021 | Conference Paper | LibreCat-ID: 23994
Iterative Geometry Calibration from Distance Estimates for Wireless Acoustic Sensor Networks
Gburrek, Tobias, Iterative Geometry Calibration from Distance Estimates for Wireless Acoustic Sensor Networks. ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (). , 2021
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2021 | Conference Paper | LibreCat-ID: 23997
Online Estimation of Sampling Rate Offsets in Wireless Acoustic Sensor Networks with Packet Loss
Chinaev, Aleksej, Online Estimation of Sampling Rate Offsets in Wireless Acoustic Sensor Networks with Packet Loss. 29th European Signal Processing Conference (EUSIPCO) (). , 2021
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2021 | Conference Paper | LibreCat-ID: 23998
Open Range Pitch Tracking for Carrier Frequency Difference Estimation from HF Transmitted Speech
Schmalenstroeer, Joerg, Open Range Pitch Tracking for Carrier Frequency Difference Estimation from HF Transmitted Speech. 29th European Signal Processing Conference (EUSIPCO) (). , 2021
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2021 | Conference Paper | LibreCat-ID: 23999
On Source-Microphone Distance Estimation Using Convolutional Recurrent Neural Networks
Gburrek, Tobias, On Source-Microphone Distance Estimation Using Convolutional Recurrent Neural Networks. Speech Communication; 14th ITG-Symposium (). , 2021
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2021 | Conference Paper | LibreCat-ID: 24000
A Database for Research on Detection and Enhancement of Speech Transmitted over HF links
Heitkaemper, Jens, A Database for Research on Detection and Enhancement of Speech Transmitted over HF links. Speech Communication; 14th ITG-Symposium (). , 2021
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2021 | Journal Article | LibreCat-ID: 22528
Geometry calibration in wireless acoustic sensor networks utilizing DoA and distance information
Gburrek, Tobias, Geometry calibration in wireless acoustic sensor networks utilizing DoA and distance information. EURASIP Journal on Audio, Speech, and Music Processing (). , 2021
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2021 | Conference Paper | LibreCat-ID: 28256
End-to-End Dereverberation, Beamforming, and Speech Recognition with Improved Numerical Stability and Advanced Frontend
W. Zhang, C. Boeddeker, S. Watanabe, T. Nakatani, M. Delcroix, K. Kinoshita, T. Ochiai, N. Kamo, R. Haeb-Umbach, Y. Qian, in: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021.
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2021 | Conference Paper | LibreCat-ID: 28262
ESPnet-SE: End-To-End Speech Enhancement and Separation Toolkit Designed for ASR Integration
C. Li, J. Shi, W. Zhang, A.S. Subramanian, X. Chang, N. Kamo, M. Hira, T. Hayashi, C. Boeddeker, Z. Chen, S. Watanabe, in: 2021 IEEE Spoken Language Technology Workshop (SLT), 2021.
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2021 | Conference Paper | LibreCat-ID: 28261
Dual-Path RNN for Long Recording Speech Separation
C. Li, Y. Luo, C. Han, J. Li, T. Yoshioka, T. Zhou, M. Delcroix, K. Kinoshita, C. Boeddeker, Y. Qian, S. Watanabe, Z. Chen, in: 2021 IEEE Spoken Language Technology Workshop (SLT), 2021.
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2021 | Conference Paper | LibreCat-ID: 28259
Convolutive Transfer Function Invariant SDR Training Criteria for Multi-Channel Reverberant Speech Separation
C. Boeddeker, W. Zhang, T. Nakatani, K. Kinoshita, T. Ochiai, M. Delcroix, N. Kamo, Y. Qian, R. Haeb-Umbach, in: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021.
LibreCat | Files available | DOI
 

2021 | Conference Paper | LibreCat-ID: 29311
A Comparison and Combination of Unsupervised Blind Source Separation Techniques
C. Boeddeker, F. Rautenberg, R. Haeb-Umbach, in: Speech Communication; 14th ITG Conference, 2021, pp. 1–5.
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2021 | Conference Paper | LibreCat-ID: 26770 | OA
Graph-PIT: Generalized Permutation Invariant Training for Continuous Separation of Arbitrary Numbers of Speakers
T. von Neumann, K. Kinoshita, C. Boeddeker, M. Delcroix, R. Haeb-Umbach, in: Interspeech 2021, 2021.
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2021 | Conference Paper | LibreCat-ID: 29173 | OA
Speeding Up Permutation Invariant Training for Source Separation
T. von Neumann, C. Boeddeker, K. Kinoshita, M. Delcroix, R. Haeb-Umbach, in: Speech Communication; 14th ITG Conference, 2021.
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2021 | Conference Paper | LibreCat-ID: 29308 | OA
Self-Trained Audio Tagging and Sound Event Detection in Domestic Environments
J. Ebbers, R. Haeb-Umbach, in: Proceedings of the 6th Detection and Classification of Acoustic Scenes and Events 2021 Workshop (DCASE2021), Barcelona, Spain, 2021, pp. 226–230.
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2021 | Conference Paper | LibreCat-ID: 29306 | OA
Adapting Sound Recognition to A New Environment Via Self-Training
J. Ebbers, M.C. Keyser, R. Haeb-Umbach, in: Proceedings of the 29th European Signal Processing Conference (EUSIPCO), 2021, pp. 1135–1139.
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2021 | Conference Paper | LibreCat-ID: 29304 | OA
Contrastive Predictive Coding Supported Factorized Variational Autoencoder for Unsupervised Learning of Disentangled Speech Representations
J. Ebbers, M. Kuhlmann, T. Cord-Landwehr, R. Haeb-Umbach, in: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, pp. 3860–3864.
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2020 | Journal Article | LibreCat-ID: 17598 | OA
Jointly optimal denoising, dereverberation, and source separation
T. Nakatani, C. Boeddeker, K. Kinoshita, R. Ikeshita, M. Delcroix, R. Haeb-Umbach, IEEE/ACM Transactions on Audio, Speech, and Language Processing (2020) 1–1.
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2020 | Conference Paper | LibreCat-ID: 17763 | OA
Sprachtechnologien für Digitale Assistenten
R. Haeb-Umbach, in: R. Böck, I. Siegert, A. Wendemuth (Eds.), Studientexte Zur Sprachkommunikation: Elektronische Sprachsignalverarbeitung 2020, TUDpress, Dresden, 2020, pp. 227–234.
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