Robert Rehr

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 17

Top Topics

Spatial Filtering

Speech Enhancement

Probability Estimation

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

ITG Symposium on Speech Communication

Publications

Robert Rehr, Timo Gerkmann
SNR-Based Features and Diverse Training Data for Robust DNN-Based Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Robert Rehr, Timo Gerkmann
SNR-Based Features and Diverse Training Data for Robust DNN-Based Speech Enhancement. CoRR (2020)
Lux Li, Robert Rehr, Patrick Bruns, Timo Gerkmann, Brigitte Röder
A Survey on Probabilistic Models in Human Perception and Machines. Frontiers Robotics AI 7 (2020)
Kristina Tesch, Robert Rehr, Timo Gerkmann
On Nonlinear Spatial Filtering in Multichannel Speech Enhancement. INTERSPEECH (2019)
Robert Rehr, Timo Gerkmann
An Analysis of Noise-aware Features in Combination with the Size and Diversity of Training Data for DNN-based Speech Enhancement. ICASSP (2019)
Robert Rehr, Timo Gerkmann
Robust DNN-Based Speech Enhancement with Limited Training Data. ITG Symposium on Speech Communication (2018)
Robert Rehr, Timo Gerkmann
On the Importance of Super-Gaussian Speech Priors for Machine-Learning Based Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. 26 (2) (2018)
Robert Rehr, Timo Gerkmann
An Analysis of Adaptive Recursive Smoothing with Applications to Noise PSD Estimation. IEEE ACM Trans. Audio Speech Lang. Process. 25 (2) (2017)
Robert Rehr, Timo Gerkmann
Improving the Generalizability of Deep Neural Network Based Speech Enhancement. CoRR (2017)
Robert Rehr, Timo Gerkmann
MixMax Approximation as a Super-Gaussian Log-Spectral Amplitude Estimator for Speech Enhancement. INTERSPEECH (2017)
Robert Rehr, Timo Gerkmann
On the Importance of Super-Gaussian Speech Priors for Pre-Trained Speech Enhancement. CoRR (2017)
Robert Rehr, Timo Gerkmann
A Combination of Pre-Trained Approaches and Generic Methods for an Improved Speech Enhancement. ITG Symposium on Speech Communication (2016)
Robert Rehr, Timo Gerkmann
BIAS correction methods for adaptive recursive smoothing with applications in noise PSD estimation. ICASSP (2016)
Benjamin Cauchi, Ina Kodrasi, Robert Rehr, Stephan Gerlach, Ante Jukic, Timo Gerkmann, Simon Doclo, Stefan Goetze
Combination of MVDR beamforming and single-channel spectral processing for enhancing noisy and reverberant speech. EURASIP J. Adv. Signal Process. 2015 (2015)
Robert Rehr, Timo Gerkmann
Cepstral noise subtraction for robust automatic speech recognition. ICASSP (2015)
Feifei Xiong, Bernd T. Meyer, Niko Moritz, Robert Rehr, Jörn Anemüller, Timo Gerkmann, Simon Doclo, Stefan Goetze
Front-end technologies for robust ASR in reverberant environments - spectral enhancement-based dereverberation and auditory modulation filterbank features. EURASIP J. Adv. Signal Process. 2015 (2015)
Robert Rehr, Timo Gerkmann
On the bias of adaptive first-order recursive smoothing. WASPAA (2015)
Robert Rehr, Martin Krawczyk, Timo Gerkmann
A posteriori voiced/unvoiced probability estimation based on a sinusoidal model. ICASSP (2014)
Martin Krawczyk, Robert Rehr, Timo Gerkmann
Phase-sensitive real-time capable speech enhancement under voiced-unvoiced uncertainty. EUSIPCO (2013)