Schmidt, Alexander
Schmidt, Alexander
Teaching
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Publications
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
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Novel features for the detection of bearing faults in railway vehicles
Inter-Noise 2021 - The 50th International Congress and Exposition on Noise Control Engineering (Washington, DC, 1. August 2021 - 5. August 2021)
DOI: 10.3397/IN-2021-2537
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2020
The LOCATA Challenge: Acoustic Source Localization and Tracking
In: IEEE/ACM Transactions on Audio, Speech and Language Processing 28 (2020), p. 1620-1643
ISSN: 2329-9290
DOI: 10.1109/TASLP.2020.2990485
URL: https://ieeexplore.ieee.org/document/9079214
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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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Acoustic Self-awareness of Autonomous Systems in a World of Sounds
In: Proceedings of the IEEE 7 (2020), p. 1127-1149
ISSN: 0018-9219
DOI: 10.1109/JPROC.2020.2977372
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2019
Deep Clustering for single-channel ego-noise suppression
International Congress on Acoustics (ICA) (Aachen, 9. September 2019 - 13. September 2019)
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Diffusion maps particle filter
27th European Signal Processing Conference (EUSIPCO) (A Coruña, 2. September 2019 - 5. July 2019)
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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)
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Informed ego-noise suppression using motor data-driven dictionaries
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Brighton, 12. May 2019 - 17. May 2019)
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2018
Audio-motor integration for robot audition
In: Xavier Alameda-Pineda, Elisa Ricci, Nicu Sebe (ed.): Multimodal Behavior Analysis in the Wild, London: Academic Press, 2018, p. 27-52 (Computer Vision and Pattern Recognition Series)
ISBN: 978-0-12-814601-9
URL: https://www.elsevier.com/books/multimodal-behavior-analysis-in-the-wild/alameda-pineda/978-0-12-814601-9
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LOCATA Challenge - Evaluation and Measures
International Workshop on Acoustic Signal Enhancement (IWAENC) (Tokyo, 17. September 2018 - 20. September 2018)
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Multichannel nonnegative matrix factorization for ego-noise suppression
ITG Conference on Speech Communication (Oldenburg, 10. October 2018 - 12. October 2018)
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The LOCATA Challenge Data Corpus for Acoustic Source Localization and Tracking
IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM) (Sheffield, 8. July 2018 - 11. July 2018)
DOI: 10.1109/SAM.2018.8448644
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A novel ego-noise suppression algorithm for acoustic signal enhancement in autonomous systems
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Calgary, 15. April 2018 - 20. April 2018)
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2016
Ego-noise reduction using a motor data-guided multichannel dictionary
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (Daejon, 9. October 2016 - 14. October 2016)
DOI: 10.1109/IROS.2016.7759212
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