Haubner, Thomas
Thomas Haubner, M. Sc.
Publications
2023
A Unifying View on Blind Source Separation of Convolutive Mixtures Based on Independent Component Analysis
In: IEEE Transactions on Signal Processing 71 (2023), p. 816-830
ISSN: 1053-587X
DOI: 10.1109/TSP.2023.3255552
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2022
End-To-End Deep Learning-Based Adaptation Control for Frequency-Domain Adaptive System Identification
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Singapur, 7. May 2022 - 27. May 2022)
DOI: 10.1109/ICASSP43922.2022.9747334
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Online Acoustic System Identification Exploiting Kalman Filtering and an Adaptive Impulse Response Subspace Model
In: Journal of Signal Processing Systems (2022)
ISSN: 1939-8018
DOI: 10.1007/s11265-021-01711-w
URL: https://link.springer.com/article/10.1007/s11265-021-01711-w
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Deep Learning-Based Joint Control of Acoustic Echo Cancellation, Beamforming and Postfiltering
European Signal Processing Conference (EUSIPCO) (Belgrade, 29. August 2022 - 2. September 2022)
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Joint Acoustic Echo Cancellation and Blind Source Extraction based on Independent Vector Extraction
International Workshop on Acoustic Signal Enhancement (IWAENC) (Bamberg, 5. September 2022 - 8. September 2022)
DOI: 10.1109/IWAENC53105.2022.9914763
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2021
Combining Adaptive Filtering and Complex-valued Deep Postfiltering for Acoustic Echo Cancellation
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Toronto, 6. June 2021 - 11. June 2021)
In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2021
DOI: 10.1109/ICASSP39728.2021.9414868
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Noise-Robust Adaptation Control for Supervised Acoustic System Identification Exploiting a Noise Dictionary
IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP) (Toronto, 6. June 2021 - 11. June 2021)
DOI: 10.1109/ICASSP39728.2021.9414180
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A Synergistic Kalman- and Deep Postfiltering Approach to Acoustic Echo Cancellation
European Signal Processing Conference (EUSIPCO) (Dublin, 23. August 2021 - 27. August 2021)
DOI: 10.23919/EUSIPCO54536.2021.9616295
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2020
A Unified Probabilistic View on Spatially Informed Source Separation and Extraction Based on Independent Component Analysis
In: IEEE Transactions on Signal Processing 68 (2020), p. 3545-3558
ISSN: 1053-587X
DOI: 10.1109/TSP.2020.3000199
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Spatially Guided Independent Vector Analysis
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Barcelona, 4. May 2020 - 8. May 2020)
DOI: 10.1109/ICASSP40776.2020.9052905
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Online Supervised Acoustic System Identification exploiting Prelearned Local Affine Subspace Models
IEEE International Workshop on Machine Learning in Signal Processing (MLSP) (Espoo, 21. September 2020 - 24. September 2020)
DOI: 10.1109/MLSP49062.2020.9231543
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Motor data-regularized nonnegative matrix factorization for ego-noise suppression
In: EURASIP Journal on Audio, Speech, and Music Processing 2020 (2020), Article No.: 11
ISSN: 1687-4714
DOI: 10.1186/s13636-020-00178-0
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2019
Active Acoustic Source Tracking Exploiting Particle Filtering and Monte Carlo Tree Search
European Signal Processing Conference (EUSIPCO) (A Coruña, 2. September 2019 - 6. September 2019)
DOI: 10.23919/EUSIPCO.2019.8902566
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2018
Multichannel nonnegative matrix factorization for ego-noise suppression
ITG Conference on Speech Communication (Oldenburg, 10. October 2018 - 12. October 2018)
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2016
Fast CU Split Decisions for HEVC Inter Coding Using Support Vector Machines
Picture Coding Symposium (PCS) (Nuremberg, 4. December 2016 - 7. December 2016)
DOI: 10.1109/PCS.2016.7906358
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Awards
- : ICASSP 2022 Conference Travel Grant (IEEE Signal Processing Society) – 2022
Patents
- ACOUSTIC PROCESSING DEVICE FOR MULTICHANNEL NONLINEAR ACOUSTIC ECHO CANCELLATION (Property Right: WO2022048737)
Inventor(s): , , , - Acoustic Processing Device for MIMO Acoustic Echo Cancellation (Property Right: WO2020EP74427)
Inventor(s): , , ,