Christian Huemmer

Publication Activity (10 Years)

Years Active: 2013-2019
Publications (10 Years): 16

Top Topics

Speech Recognition

Particle Filter

Top Venues

EURASIP J. Adv. Signal Process.

IEEE Signal Process. Lett.

Publications

Mhd Modar Halimeh, Christian Huemmer, Walter Kellermann
A Neural Network-Based Nonlinear Acoustic Echo Canceller. IEEE Signal Process. Lett. 26 (12) (2019)
Hendrik Barfuss, Markus Bachmann, Christian Huemmer, Walter Kellermann
Exploiting Microphone Array Symmetry for Robust Two-Dimensional Polynomial Beamforming. IWAENC (2018)
Mhd Modar Halimeh, Christian Huemmer, Walter Kellermann
Nonlinear Acoustic Echo Cancellation Using Elitist Resampling Particle Filter. ICASSP (2018)
Mhd Modar Halimeh, Christian Huemmer, Andreas Brendel, Walter Kellermann
Hybrid Particle Filtering Based on an Elitist Resampling Scheme. SAM (2018)
Christian Huemmer, Christian Hofmann, Roland Maas, Walter Kellermann
Estimating Parameters of Nonlinear Systems Using the Elitist Particle Filter Based on Evolutionary Strategies. IEEE ACM Trans. Audio Speech Lang. Process. 26 (3) (2018)
Marc Delcroix, Keisuke Kinoshita, Atsunori Ogawa, Christian Huemmer, Tomohiro Nakatani
Context Adaptive Neural Network Based Acoustic Models for Rapid Adaptation. IEEE ACM Trans. Audio Speech Lang. Process. 26 (5) (2018)
Hendrik Barfuss, Christian Huemmer, Andreas Schwarz, Walter Kellermann
Robust coherence-based spectral enhancement for speech recognition in adverse real-world environments. Comput. Speech Lang. 46 (2017)
Christian Huemmer, Ramón Fernandez Astudillo, Walter Kellermann
An improved uncertainty decoding scheme with weighted samples for multi-channel DNN-HMM hybrid systems. HSCMA (2017)
Dung T. Tran, Marc Delcroix, Atsunori Ogawa, Christian Huemmer, Tomohiro Nakatani
Feedback connection for deep neural network-based acoustic modeling. ICASSP (2017)
Christian Huemmer, Marc Delcroix, Atsunori Ogawa, Keisuke Kinoshita, Tomohiro Nakatani, Walter Kellermann
Online environmental adaptation of CNN-based acoustic models using spatial diffuseness features. ICASSP (2017)
Christian Hofmann, Christian Huemmer, Michael Günther, Walter Kellermann
Significance-aware filtering for nonlinear acoustic echo cancellation. EURASIP J. Adv. Signal Process. 2016 (2016)
Christian Huemmer, Philipp Stadter, Walter Kellermann
Uncertainty Decoding Using a Sampling Strategy Based on the Eigenvalue Decomposition. ITG Symposium on Speech Communication (2016)
Christian Huemmer, Andreas Schwarz, Roland Maas, Hendrik Barfuss, Ramón Fernandez Astudillo, Walter Kellermann
A new uncertainty decoding scheme for DNN-HMM hybrid systems with multichannel speech enhancement. ICASSP (2016)
Christian Huemmer, Ramón Fernandez Astudillo, Walter Kellermann
An improved uncertainty decoding scheme with weighted samples for DNN-HMM hybrid systems. CoRR (2016)
Christian Hofmann, Michael Günther, Christian Huemmer, Walter Kellermann
Efficient nonlinear acoustic echo cancellation by partitioned-block Significance-Aware Hammerstein Group Models. EUSIPCO (2016)
Hendrik Barfuss, Christian Huemmer, Andreas Schwarz, Walter Kellermann
Robust coherence-based spectral enhancement for speech recognition in adverse real-world environments. CoRR (2016)
Christian Huemmer, Roland Maas, Christian Hofmann, Walter Kellermann
A Bayesian network approach to linear and nonlinear acoustic echo cancellation. EURASIP J. Adv. Signal Process. 2015 (2015)
Roland Maas, Christian Huemmer, Armin Sehr, Walter Kellermann
A Bayesian view on acoustic model-based techniques for robust speech recognition. EURASIP J. Adv. Signal Process. 2015 (2015)
Hendrik Barfuss, Christian Huemmer, Gleni Lamani, Andreas Schwarz, Walter Kellermann
HRTF-based robust least-squares frequency-invariant beamforming. WASPAA (2015)
Andreas Schwarz, Christian Huemmer, Roland Maas, Walter Kellermann
Spatial diffuseness features for DNN-based speech recognition in noisy and reverberant environments. ICASSP (2015)
Christian Huemmer, Roland Maas, Walter Kellermann
The NLMS Algorithm with Time-Variant Optimum Stepsize Derived from a Bayesian Network Perspective. IEEE Signal Process. Lett. 22 (11) (2015)
Christian Huemmer, Roland Maas, Andreas Schwarz, Ramón Fernandez Astudillo, Walter Kellermann
Uncertainty decoding for DNN-HMM hybrid systems based on numerical sampling. INTERSPEECH (2015)
Hendrik Barfuss, Christian Huemmer, Andreas Schwarz, Walter Kellermann
Robust coherence-based spectral enhancement for distant speech recognition. CoRR (2015)
Roland Maas, Christian Huemmer, Christian Hofmann, Walter Kellermann
On Bayesian Networks in Speech Signal Processing. ITG Symposium on Speech Communication (2014)
Christian Hofmann, Christian Huemmer, Walter Kellermann
Significance-aware Hammerstein group models for nonlinear acoustic echo cancellation. ICASSP (2014)
Christian Huemmer, Christian Hofmann, Roland Maas, Walter Kellermann
The significance-aware EPFES to estimate a memoryless preprocessor for nonlinear acoustic echo cancellation. GlobalSIP (2014)
Roland Maas, Christian Huemmer, Andreas Schwarz, Christian Hofmann, Walter Kellermann
A Bayesian network viewon linear and nonlinear acoustic echo cancellation. ChinaSIP (2014)
Christian Huemmer, Christian Hofmann, Roland Maas, Andreas Schwarz, Walter Kellermann
The elitist particle filter based on evolutionary strategies as novel approach for nonlinear acoustic echo cancellation. ICASSP (2014)
Andreas Schwarz, Christian Huemmer, Roland Maas, Walter Kellermann
Spatial Diffuseness Features for DNN-Based Speech Recognition in Noisy and Reverberant Environments. CoRR (2014)
Roland Maas, Christian Huemmer, Armin Sehr, Walter Kellermann
A Bayesian Network View on Acoustic Model-Based Techniques for Robust Speech Recognition. CoRR (2013)
Martin Schneider, Christian Huemmer, Walter Kellermann
Wave-domain loudspeaker signal decorrelation for system identification in multichannel audio reproduction scenarios. ICASSP (2013)