Dr.-Ing. Brendel, Andreas

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

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), p. 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), Article No.: 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), p. 1-12
  ISSN: 2329-9290
  DOI: 10.1109/TASLP.2023.3325923
  URL: https://ieeexplore.ieee.org/document/10288049
  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

2022

• Brendel A.:
  From Blind to Semi-Blind Acoustic Source Separation based on Independent Component Analysis (Dissertation, 2022)
  BibTeX: Download
• Brendel A., Zeitler J., Kellermann W.:
  Manifold learning-supported estimation of relative transfer functions for spatial filtering
  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Singapur, 7. May 2022 - 27. May 2022)
  In: Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022
  DOI: 10.1109/icassp43922.2022.9746045
  BibTeX: Download
• Haubner T., Brendel A., Kellermann W.:
  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
  BibTeX: Download
• Haubner T., Brendel A., Kellermann W.:
  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
  BibTeX: Download
• Yang W., Huang G., Brendel A., Chen J., Benesty J., Kellermann W., Cohen I.:
  A bilinear framework for adaptive speech dereverberation combining beamforming and linear prediction
  International Workshop in Acoustic Signal Enhancement (IWAENC) (Bamberg, 5. September 2022 - 8. September 2022)
  BibTeX: Download

2021

• Afifi H., Günther M., Brendel A., Karl H., Kellermann W.:
  Reinforcement Learning-based Microphone Selection in Wireless Acoustic Sensor Networks considering Network and Acoustic Utilities
  14th ITG Conference on Speech Communication (Kiel, Germany, 29. September 2021 - 1. October 2021)
  BibTeX: Download
• Brendel A., Kellermann W.:
  Accelerating Auxiliary Function-based Independent Vector Analysis
  IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP) (Toronto)
  DOI: 10.1109/icassp39728.2021.9413950
  BibTeX: Download
• Brendel A., Kellermann W.:
  Faster IVA: Update Rules for Independent Vector Analysis based on Negentropy and the Majorize-Minimize Principle
  IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (New Paltz, NY)
  DOI: 10.1109/waspaa52581.2021.9632790
  BibTeX: Download
  (online publication)
• Figueiredo Miller G., Brendel A., Kellermann W., Gannot S.:
  Misalignment recognition in acoustic sensor networks using a semi-supervised source estimation method and Markov random fields
  IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP) (Toronto)
  DOI: 10.1109/icassp39728.2021.9413765
  BibTeX: Download
• Günther M., Afifi H., Brendel A., Karl H., Kellermann W.:
  Network-Aware Optimal Microphone Channel Selection in Wireless Acoustic Sensor Networks
  2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Toronto, Ontario, 6. June 2021 - 11. June 2021)
  DOI: 10.1109/icassp39728.2021.9414528
  BibTeX: Download
• Günther M., Brendel A., Kellermann W.:
  Microphone Utility-based Weighting for Robust Acoustic Source Localization in Wireless Acoustic Sensor Networks
  14th ITG Conference on Speech Communication (Kiel, Germany, 29. September 2021 - 1. October 2021)
  BibTeX: Download
• Günther M., Brendel A., Kellermann W.:
  Online estimation of time-variant microphone utility in wireless acoustic sensor networks using single-channel signal features
  29th European Signal Processing Conference (EUSIPCO 2021) (Dublin, Ireland, 23. August 2021 - 27. August 2021)
  DOI: 10.23919/eusipco54536.2021.9616216
  BibTeX: Download
• Haubner T., Brendel A., Elminshawi M., Kellermann W.:
  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
  BibTeX: Download
• Haubner T., Halimeh MM., Brendel A., Kellermann W.:
  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
  BibTeX: Download
• Löllmann H., Brendel A., Kellermann W.:
  Effective Rank-Based Estimation of the Coherent-To-Diffuse Power Ratio
  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Toronto, 6. June 2021 - 11. June 2021)
  DOI: 10.1109/icassp39728.2021.9413985
  BibTeX: Download

2020

• Brendel A., Haubner T., Kellermann W.:
  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
  BibTeX: Download
• Brendel A., Haubner T., Kellermann W.:
  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
  BibTeX: Download
• Brendel A., Kellermann W.:
  Informed Source Extraction based on Independent Vector Analysis using Eigenvalue Decomposition
  European Signal Processing Conference (EUSIPCO) (Amsterdam)
  DOI: 10.23919/eusipco47968.2020.9287733
  BibTeX: Download
• Felsheim R., Brendel A., Naylor PA., Kellermann W.:
  Head Orientation Estimation from Multiple Microphone Arrays
  European Signal Processing Conference (EUSIPCO) (Amsterdam)
  DOI: 10.23919/eusipco47968.2020.9287555
  BibTeX: Download
• Gburrek T., Schmalenströer J., Brendel A., Kellermann W., Haeb-Umbach R.:
  Deep Neural Network based Distance Estimation for Geometry Calibration in Acoustic Sensor Network
  European Signal Processing Conference (EUSIPCO) (Amsterdam)
  DOI: 10.23919/eusipco47968.2020.9287583
  BibTeX: Download
• Haubner T., Brendel A., Kellermann W.:
  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
  BibTeX: Download
• Löllmann H., Brendel A., Kellermann W.:
  Generalized Coherence-based Signal Enhancement
  Internationl Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Barcelona, 4. May 2020 - 8. May 2020)
  DOI: 10.1109/ICASSP40776.2020.9054470
  BibTeX: Download
• Schmidt A., Brendel A., Haubner T., Kellermann W.:
  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
  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. December 2019 - 18. December 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. December 2019 - 18. December 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. October 2019 - 23. October 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. May 2019 - 17. July 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. October 2018 - 12. October 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. July 2018 - 11. July 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. May 2018 - 31. May 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. July 2018 - 11. July 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. July 2018 - 11. July 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. December 2017 - 13. December 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. October 2015 - 21. October 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. March 2014 - 13. March 2014)
  BibTeX: Download

• Audio Processing Aparatus and Method for Localizing an Audio Source (Priority Patent Application: WO2020207580A1)
  Inventor(s): Walter Kellermann, Michael Günther, Andreas Brendel
• APPARATUS FOR DETERMINING SPATIAL POSITIONS OF MULTIPLE AUDIO SOURCES (Priority Patent Application: WO2021013346 A1)
  Inventor(s): Walter Kellermann, Michael Günther, Andreas Brendel