Professur für Nachrichtentechnik

Address:
Cauerstraße 7/9
91058 Erlangen


Related Project(s)

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Structure-optimizing identification of nonlinear systems using elitist particle filtering
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)


Reverberation Modelling for Robust Speech Recognition in Reverberant Environments
Prof. Dr.-Ing. Walter Kellermann
(01/08/2008 - 30/08/2011)



Publications (Download BibTeX)

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Zheng, C., Deleforge, A., Li, X., & Kellermann, W. (2018). Statistical analysis of the multichannel Wiener filter using a bivariate normal distribution for sample covariance matrices. IEEE/ACM Transactions on Audio, Speech and Language Processing, 26(5), 951-966. https://dx.doi.org/10.1109/TASLP.2018.2800283
Erhardt, S., Gäde, B., Kölpin, A., & Weigel, R. (2018). Enhanced GSM Broadcast Receiver using the Phase Output of a Sub-GHz Transceiver. In Proceedings of the 2018 48th European Microwave Conference (EuMC) (pp. 1137-1140). Madrid, ES.
Delcroix, M., Kinoshita, K., Ogawa, A., Hümmer, C., & Nakatani, T. (2018). Context Adaptive Neural Network Based Acoustic Models for Rapid Adaptation. IEEE/ACM Transactions on Audio, Speech and Language Processing, 26(5), 895-908.
Brendel, A., & Kellermann, W. (2017). Localization of multiple simultaneously active sources in acoustic sensor networks using ADP. In Proceedings of the IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP) (pp. 1-5). Curaçao, AN.
Bürger, M., Abhayapala, T.D., Hofmann, C., Chen, H., & Kellermann, W. (2017). The spatial coherence of noise fields evoked by continuous source distributions. The Journal of the Acoustical Society of America, 142(5), 3025-3034. https://dx.doi.org/10.1121/1.5009451
Samarasinghe, P., Abhayapala, T.D., & Kellermann, W. (2017). Acoustic reciprocity: An extension to spherical harmonics domain. The Journal of the Acoustical Society of America, 142(4), 373-343. https://dx.doi.org/10.1121/1.5002078
Chen, K., Geiger, J.T., Jin, W., Taghizadeh, M., & Kellermann, W. (2017). Robust phase replication method for spatial aliasing problem in multiple sound sources localization. In Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (pp. 195-199). New Paltz, NY, US.
Barfuß, H., Bachmann, M., Bürger, M., Schneider, M., & Kellermann, W. (2017). Design of robust two-dimensional polynomial beamformers as a convex optimization problem with application to robot audition. In Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (pp. 106-110). New Paltz, NY, US.
Bürger, M., Hofmann, C., Frankenbach, C., & Kellermann, W. (2017). Multizone sound reproduction in reverberant environments using an iterative least-squares filter design method with a spatiotemporal weighting function. In Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) (pp. 1-5). New Paltz, NY, US.
Bürger, M., Meier, S., Hofmann, C., Fischer, E., Puder, H., & Kellermann, W. (2017). Retrieval of individualized head-related transfer functions for hearing aid applications. In Proceedings of the 25th European Signal Processing Conference (EUSIPCO) (pp. 6-10). Kos, GR.
Kinoshita, K., Delcroix, M., Gannot, S., Habets, E., Haeb-Umbach, R., Kellermann, W.,... Yoshioka, T. (2017). The REVERB challenge: A benchmark task for reverberation-robust ASR techniques. In Shinji Watanabe, Marc Delcroix, Florian Metze, John R. Hershey (Eds.), New Era for Robust Speech Recognition. (pp. 345 - 354). Springer International Publishing AG 2017.
Hümmer, C., Delcroix, M., Ogawa, A., Kinoshita, K., Nakatani, T., & Kellermann, W. (2017). Online environmental adaptation of CNN-based acoustic models using spatial diffuseness features. In Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 4875-4879). New Orleans, US.
Zhang, W., Hofmann, C., Bürger, M., & Kellermann, W. (2017). Online secondary path modeling in wave-domain active noise control. In Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 116-120). New Orleans, LA, US: New Orleans, LA, USA.
Tran, D., Delcroix, M., Ogawa, A., Hümmer, C., & Nakatani, T. (2017). Feedback Connection for Deep Neural Network-Based Acoustic Modeling. In Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 5240-5244). New Orleans, LA, US.
Löllmann, H., Moore, A.H., Naylor, P.A., Rafaely, B., Horaud, R., Mazel, A., & Kellermann, W. (2017). Microphone Array Signal Processing for Robot Audition. In Proceedings of the Joint Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA) (pp. 51-55). San Francisco, US.
Madmoni, L., Barfuß, H., Rafaely, B., & Kellermann, W. (2017). A unified framework for multiple arrays on a robot and application to sound localization. In Proceedings of the Joint Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA) (pp. 66-70). San Francisco, CA, US.
Barfuß, H., Bürger, M., Podschus, J., & Kellermann, W. (2017). HRTF-based two-dimensional robust least-squares frequency-invariant beamformer design for robot audition. In Proceedings of the Joint Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA) (pp. 56-60). San Francisco, CA, US.
Chen, K., Geiger, J., & Kellermann, W. (2017). Robust audio localization with phase unwrapping. In Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 471-475). New Orleans, US.
Kellermann, W., Hümmer, C., & Astudillo, R.F. (2017). An improved uncertainty decoding scheme with weighted samples for multi-channel DNN-HMM hybrid systems. In Proceedings of the Joint Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA) (pp. 31-35). San Francisco, US.
Gerber, D., Meier, S., & Kellermann, W. (2017). Efficient target activity detection based on recurrent neural networks. In Proceedings of the Joint Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA) (pp. 46-50). San Francisco, CA, US.

Last updated on 2019-11-09 at 06:50