Professur für Nachrichtentechnik

Adresse:
Cauerstraße 7/9
91058 Erlangen


Forschungsprojekt(e)

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Strukturoptimierende Identifikation nichtlinearer Systeme mittels elitärer Partikelfilterung
Prof. Dr.-Ing. Walter Kellermann
(01.01.2016 - 31.07.2019)


(Embodied Audition for RobotS):
EARS: Embodied Audition for RobotS
Prof. Dr.-Ing. Walter Kellermann
(01.01.2014 - 31.12.2016)


Speech Recognition
Prof. Dr.-Ing. Walter Kellermann
(01.07.2012 - 28.02.2013)


(Self-configuring environment-aware intelligent acoustic sensing):
SCENIC: Self-configuring environment-aware intelligent acoustic sensing
Prof. Dr.-Ing. Walter Kellermann; Prof. Dr. Rudolf Rabenstein
(01.01.2009 - 31.12.2011)


Nachhallmodellierung für die robuste Spracherkennung in halligen Umgebungen
Prof. Dr.-Ing. Walter Kellermann
(01.08.2008 - 30.08.2011)



Publikationen (Download BibTeX)

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Briegleb, A., Schmidt, A., & Kellermann, W. (2019). Deep Clustering for single-channel ego-noise suppression. In Proceedings of the International Congress on Acoustics. Aachen, DE.
Löllmann, H., Brendel, A., & Kellermann, W. (2019). Comparative Study of Single-Channel Algorithms for Blind Reverberation Time Estimation. In Proceedings of the International Congress on Acoustics. Aachen, DE.
Haubner, T., Schmidt, A., & Kellermann, W. (2019). Active Acoustic Source Tracking Exploiting Particle Filtering and Monte Carlo Tree Search. In Proceedings of the 27th European Signal Processing Conference, EUSIPCO 2019. A Coruña, ES.
Gerum, R., Rahlfs, H., Streb, M., Krauß, P., Grimm, J., Metzner, C.,... Schilling, A. (2019). Open(G)PIAS: An open-source solution for the construction of a high-precision acoustic startle response setup for tinnitus screening and threshold estimation in rodents. Frontiers in Behavioral Neuroscience, 13. https://dx.doi.org/10.3389/fnbeh.2019.00140
Schmidt, A., & Kellermann, W. (2019). Informed ego-noise suppression using motor data-driven dictionaries. In Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 116-120). Brighton.
Halimeh, M.M., Brendel, A., & Kellermann, W. (2019). Neural Networks Sequential Training Using Variational Gaussian Particle Filter. In ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Brighton, GB.
Brendel, A., & Kellermann, W. (2019). Distributed Source Localization in Acoustic Sensor Networks using the Coherent-to-Diffuse Power Ratio. IEEE Journal of Selected Topics in Signal Processing. https://dx.doi.org/10.1109/JSTSP.2019.2900911
Gannot, S., Haardt, M., Kellermann, W., & Willett, P. (2019). Introduction to the Issue on Acoustic Source Localization and Tracking in Dynamic Real-Life Scenes. IEEE Journal of Selected Topics in Signal Processing, 13(1), 3-7. https://dx.doi.org/10.1109/JSTSP.2019.2906923
Brendel, A., Laufer-Goldshtein, B., Gannot, S., Talmon, R., & Kellermann, W. (2019). Localization of an Unknown Number of Speakers in Adverse Acoustic Conditions Using Reliability Information and Diarization. In Proceedings of the IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP). Brighton, GB.
Gerum, R., Rahlfs, H., Streb, M., Krauß, P., Grimm, J., Metzner, C.,... Schilling, A. (2019). Open(G)PIAS: An open source solution for the construction of a high-precision Acoustic-Startle-Response (ASR) setup for tinnitus screening and threshold estimation in rodents. Frontiers in Behavioral Neuroscience. https://dx.doi.org/10.3389/fnbeh.2019.00140
Forster, L., Schmidt, A., Talmon, R., Kellermann, W., & Shnitzer, T. (2019). Diffusion maps particle filter. In Proceedings of the 27th European Signal Processing Conference (EUSIPCO). A Coruña, ES.
Brendel, A., Regensky, A., & Kellermann, W. (2019). Probabilistic modeling for learning-based distance estimation. In Proceedings of the 23rd International Congress on Acoustics (ICA 2019). Aachen, DE.
Brendel, A., Altmann, I., & Kellermann, W. (2019). Acoustic Source Position Estimation based on Multi-Feature Gaussian Processes. In Proceedings of the European Signal Processing Conference (EUSIPCO). A Coruna, ES.
Feigl, T., Kram, S., Woller, P., Siddiqui, R.H., Philippsen, M., & Mutschler, C. (2019). A Bidirectional LSTM for Estimating Dynamic Human Velocities from a Single IMU. In IEEE (Eds.), Proceedings of the 10th International Conference on Indoor Positioning and Indoor Navigation (IPIN). Pisa, IT: IEEE.
Zhang, W., Hofmann, C., Bürger, M., Abhayapala, T.D., & Kellermann, W. (2018). Spatial noise-field control with online secondary path modeling: A wave-domain approach. IEEE/ACM Transactions on Audio, Speech and Language Processing, 26(12), 2355-2370.
Deleforge, A., Schmidt, A., & Kellermann, W. (2018). Audio-motor integration for robot audition. In Xavier Alameda-Pineda, Elisa Ricci, Nicu Sebe (Eds.), Multimodal Behavior Analysis in the Wild. (pp. 27-52). London: Academic Press.
Haubner, T., Schmidt, A., & Kellermann, W. (2018). Multichannel nonnegative matrix factorization for ego-noise suppression. In Proceedings of the ITG Conference on Speech Communication (pp. 136-140). Oldenburg, DE.
Bachmann, M., Brendel, A., & Kellermann, W. (2018). Resource allocation for distributed blind source separation. In Proceedings of the ITG Conference on Speech Communication (pp. 91-95). Oldenburg, DE.
Barfuß, H., Bachmann, M., Hümmer, C., & Kellermann, W. (2018). Exploiting microphone array symmetry for robust two-dimensional polynomial beamforming. In Proceedings of the International Workshop on Acoustic Signal Enhancement (IWAENC) (pp. 486-490). Tokyo, JP.
Halimeh, M.M., Brendel, A., & Kellermann, W. (2018). Evolutionary resampling for multi-target tracking using probability hypothesis density filter. In Proceedings of the European Signal Processing Conference (EUSIPCO) (pp. 647-651). Rome, IT.

Zuletzt aktualisiert 2019-11-09 um 06:50