Dr.-Ing. Brendel, Andreas

Dr. Andreas Brendel

Webseite: https://www.linkedin.com/in/andreas-brendel-b436ba232/

Bachelor Theses:

Experimental Investigation of the Sparsity of Speech Signal Mixtures
T60 Estimation via Acoustic Sensor Networks
Blind Source Separation using Convex Geometry
Blind Source Separation using Tensor Decompositions

Research Internships:

Reliability Measures for T60 Estimation
Virtual Microphones for MVDR/LCMV Beamforming
Independent Component/Vector Extraction
Decay Rate Classification for Blind Reverberation Time Estimation
Sparsity-based DOA Estimation in Acoustic Sensor Networks
Semi-blind Source Separation using Prelearned Demixing Filters
Selection of a Desired Source for Acoustic Signal Extraction
Visual Voice Activity Detection

Minor Projects:

Training-based Acoustic Source Localization

Major Projects:

Head Orientation Estimation from Multiple Microphone Arrays
Acoustic Sensor Network Misalignment Recognition Using a Semi-Supervised Source Localization Technique and Markov Random Fields

Master Theses:

Noise-robust Blind Source Separation
Learning-based Acoustic Source Localization using CDR and DOA
Acoustic Source Localization using Manifold Learning
Distributed Blind Source Separation
Blind Source Separation Methods for Counting Acoustic Sources
Scene Analysis in Acoustic Sensor Networks
STFT Bin Selection for Sparsity-based Algorithms
Source Tracking in Acoustical Sensor Networks
Blind Reverberation Time Estimation from Multichannel Recordings
Acoustic Source Separation based on Deep Clustering and Independent Component Analysis
Manifold learning of Acoustic Relative Transfer Functions
Deep Learning-based Manifold Learning for Spatial Filtering

Michael Günther, Haitham Afifi, Andreas Brendel, Holger Karl, Walter Kellermann: Best Poster Award WASPAA 2019, New Paltz, USA (IEEE Signal Processing Society) – 2019

Keine passenden Datensätze gefunden.

2023

Brendel A., Haubner T., Kellermann W.:
A Unifying View on Blind Source Separation of Convolutive Mixtures Based on Independent Component Analysis
In: IEEE Transactions on Signal Processing 71 (2023), S. 816-830
ISSN: 1053-587X
DOI: 10.1109/TSP.2023.3255552
BibTeX: Download
Günther M., Brendel A., Kellermann W.:
Microphone utility estimation in acoustic sensor networks using single-channel signal features
In: EURASIP Journal on Audio, Speech, and Music Processing 2023 (2023), Art.Nr.: 29
ISSN: 1687-4714
DOI: 10.1186/s13636-023-00294-7
BibTeX: Download
Haubner T., Brendel A., Kellermann W.:
End-to-End Deep Learning-Based Adaptation Control for Linear Acoustic Echo Cancellation
In: IEEE/ACM Transactions on Audio, Speech and Language Processing 32 (2023), S. 1-12
ISSN: 2329-9290
DOI: 10.1109/TASLP.2023.3325923
URL: https://ieeexplore.ieee.org/document/10288049
BibTeX: Download
Wang X., Brendel A., Huang G., Yang Y., Kellermann W., Chen J.:
Spatially Informed Independent vector analysis for Source Extraction based on the convolutive Transfer Function Model
48th IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2023 (Rhodes Island, 4. Juni 2023 - 10. Juni 2023)
In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2023
DOI: 10.1109/ICASSP49357.2023.10097106
BibTeX: Download
Yang Y., Wang X., Brendel A., Zhang W., Kellermann W., Chen J.:
GEOMETRICALLY CONSTRAINED SOURCE EXTRACTION AND DEREVERBERATION BASED ON JOINT OPTIMIZATION
31st European Signal Processing Conference, EUSIPCO 2023 (Helsinki, FIN, 4. September 2023 - 8. September 2023)
In: European Signal Processing Conference 2023
DOI: 10.23919/EUSIPCO58844.2023.10289750
BibTeX: Download

2019

Brendel A., Altmann I., Kellermann W.:
Acoustic Source Position Estimation based on Multi-Feature Gaussian Processes
European Signal Processing Conference (EUSIPCO) (A Coruna)
DOI: 10.23919/eusipco.2019.8903035
BibTeX: Download
Brendel A., Kellermann W.:
Distributed Source Localization in Acoustic Sensor Networks using the Coherent-to-Diffuse Power Ratio
In: IEEE Journal of Selected Topics in Signal Processing (2019)
ISSN: 1932-4553
DOI: 10.1109/JSTSP.2019.2900911
BibTeX: Download
Brendel A., Laufer-Goldshtein B., Gannot S., Kellermann W.:
Learning-based Acoustic Source Localization using Directional Spectra
IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) (Le Gosier, 15. Dezember 2019 - 18. Dezember 2019)
DOI: 10.1109/camsap45676.2019.9022522
BibTeX: Download
Brendel A., Laufer-Goldshtein B., Gannot S., Talmon R., Kellermann W.:
Localization of an Unknown Number of Speakers in Adverse Acoustic Conditions Using Reliability Information and Diarization
IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP) (Brighton)
DOI: 10.1109/icassp.2019.8683640
BibTeX: Download
Brendel A., Regensky A., Kellermann W.:
Probabilistic modeling for learning-based distance estimation
23rd International Congress on Acoustics (ICA) (Aachen)
BibTeX: Download
Ebbers J., Drude L., Haeb-Umbach R., Brendel A., Kellermann W.:
Weakly Supervised Sound Activity Detection and Event Classification in Acoustic Sensor Networks
IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) (Le Gosier, 15. Dezember 2019 - 18. Dezember 2019)
DOI: 10.1109/camsap45676.2019.9022638
BibTeX: Download
Günther M., Afifi H., Brendel A., Karl H., Kellermann W.:
Sparse Adaptation of Distributed Blind Source Separation in Acoustic Sensor Networks
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (New Paltz, 20. Oktober 2019 - 23. Oktober 2019)
DOI: 10.1109/waspaa.2019.8937194
BibTeX: Download
Günther M., Brendel A., Kellermann W.:
Single-channel Signal Features for Estimating Microphone Utility for Coherent Signal Processing
International Congress on Acoustics (ICA) (Aachen, 9. September 2019 - 13. September 2019)
BibTeX: Download
Halimeh MM., Brendel A., Kellermann W.:
Bayesian Model Selection for Nonlinear Acoustic Echo Cancellation
European Signal Processing Conference (EUSIPCO) (A Coruna, 2. September 2019 - 6. September 2019)
In: 27th European Signal Processing Conference (EUSIPCO) 2019
DOI: 10.23919/EUSIPCO.2019.8902673
BibTeX: Download
Halimeh MM., Brendel A., Kellermann W.:
Neural Networks Sequential Training Using Variational Gaussian Particle Filter
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Brighton, 12. Mai 2019 - 17. Juli 2019)
In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2019
DOI: 10.1109/icassp.2019.8683886
URL: https://ieeexplore.ieee.org/document/8683886
BibTeX: Download
Löllmann H., Brendel A., Kellermann W.:
Comparative Study of Single-Channel Algorithms for Blind Reverberation Time Estimation
International Congress on Acoustics (ICA) (Aachen, 9. September 2019 - 13. September 2019)
BibTeX: Download

2018

Bachmann M., Brendel A., Kellermann W.:
Resource allocation for distributed blind source separation
ITG Conference on Speech Communication (Oldenburg, 10. Oktober 2018 - 12. Oktober 2018)
BibTeX: Download
Brendel A., Gannot S., Kellermann W.:
Localization of multiple simultaneously active speakers in an acoustic sensor network
IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM) (Sheffield, 8. Juli 2018 - 11. Juli 2018)
DOI: 10.1109/sam.2018.8448802
BibTeX: Download
Brendel A., Huang C., Kellermann W.:
STFT bin selection for localization algorithms based on the sparsity of speech signal spectra
EURONOISE 2018 (Heraklion, Crete, 27. Mai 2018 - 31. Mai 2018)
BibTeX: Download
Brendel A., Kellermann W.:
Distance estimation of acoustic sources using the coherent-to-diffuse power ratio based on distributed training
International Workshop on Acoustic Signal Enhancement (IWAENC) (Tokyo, 17. September 2018 - 20. September 2018)
DOI: 10.1109/iwaenc.2018.8521318
BibTeX: Download
Brendel A., Kellermann W.:
Learning-based acoustic source localization in acoustic sensor networks using the coherent-to-diffuse power ratio
European Signal Processing Conference (EUSIPCO) (Rome, 3. September 2018 - 7. September 2018)
DOI: 10.23919/eusipco.2018.8553405
BibTeX: Download
Brendel A., Kellermann W.:
Learning-based acoustic source-microphone distance estimation using the coherent-to-diffuse power ratio
IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP) (Calgary, 15. April 2018 - 20. April 2018)
DOI: 10.1109/icassp.2018.8462474
BibTeX: Download
Brendel A., Kellermann W.:
Tracking of multiple sources in an acoustic sensor network using an extended Gaussian mixture PHD filter
IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM) (Sheffield, 8. Juli 2018 - 11. Juli 2018)
DOI: 10.1109/sam.2018.8448796
BibTeX: Download
Günther M., Brendel A., Kellermann W.:
Postfiltering based on the Coherent-to-Diffuse Power Ratio
ASA Fall 2018 Meeting (Victoria, Canada, 5. November 2018 - 9. November 2018)
DOI: 10.1121/1.5068257
BibTeX: Download
Halimeh MM., Brendel A., Kellermann W.:
Evolutionary resampling for multi-target tracking using probability hypothesis density filter
European Signal Processing Conference (EUSIPCO) (Rome, 3. September 2018 - 7. September 2018)
DOI: 10.23919/eusipco.2018.8553478
BibTeX: Download
Halimeh MM., Hümmer C., Brendel A., Kellermann W.:
Hybrid particle filtering based on an elitist resampling scheme
Sensor Array and Multichannel Signal Processing Workshop (SAM) (Sheffield, 8. Juli 2018 - 11. Juli 2018)
DOI: 10.1109/SAM.2018.8448400
BibTeX: Download
Löllmann H., Brendel A., Kellermann W.:
Efficient ML-Estimator for Blind Reverberation Time Estimation
European Signal Processing Conference (EUSIPCO) (Rome, 3. September 2018 - 7. September 2018)
DOI: 10.23919/EUSIPCO.2018.8553001
BibTeX: Download
Yamaoka K., Brendel A., Ono N., Makino S., Bürger M., Yamada T., Kellermann W.:
Time-frequency-bin-wise beamformer selection and masking for speech enhancement in underdetermined noisy scenarios
European Signal Processing Conference (EUSIPCO) (Rome, 3. September 2018 - 7. September 2018)
DOI: 10.23919/eusipco.2018.8553299
BibTeX: Download

2017

Brendel A., Kellermann W.:
Localization of multiple simultaneously active sources in acoustic sensor networks using ADP
IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) (Curaçao, 10. Dezember 2017 - 13. Dezember 2017)
DOI: 10.1109/CAMSAP.2017.8313167
BibTeX: Download

2015

Löllmann H., Brendel A., Vary P., Kellermann W.:
Single-Channel Maximum-Likelihood T60 Estimation Exploiting Subband Information
ACE Challenge Workshop (New Paltz (New York), 18. Oktober 2015 - 21. Oktober 2015)
URL: https://arxiv.org/abs/1511.04063
BibTeX: Download

2014

Schwarz A., Brendel A., Kellermann W.:
Coherence-based dereverberation for automatic speech recognition
Deutsche Jahrestagung für Akustik (DAGA) (Oldenburg, 10. März 2014 - 13. März 2014)
BibTeX: Download

Audio Processing Aparatus and Method for Localizing an Audio Source (Prioritätsbegründende Patentanmeldung: WO2020207580A1)
Erfinder: Walter Kellermann, Michael Günther, Andreas Brendel
APPARATUS FOR DETERMINING SPATIAL POSITIONS OF MULTIPLE AUDIO SOURCES (Prioritätsbegründende Patentanmeldung: WO2021013346 A1)
Erfinder: Walter Kellermann, Michael Günther, Andreas Brendel

Dr.-Ing. Brendel, Andreas

Dr. Andreas Brendel

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2023

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2020

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2017

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