Robert Rehr

Orcid: 0000-0001-7458-2320

According to our database1, Robert Rehr authored at least 19 papers between 2013 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2021
SNR-Based Features and Diverse Training Data for Robust DNN-Based Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process., 2021

2020
A Survey on Probabilistic Models in Human Perception and Machines.
Frontiers Robotics AI, 2020

2019
On Nonlinear Spatial Filtering in Multichannel Speech Enhancement.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

An Analysis of Noise-aware Features in Combination with the Size and Diversity of Training Data for DNN-based Speech Enhancement.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Robust Speech Enhancement Using Statistical Signal Processing and Machine-Learning (Robuste Sprachverbesserung mittels statistischer Signalverarbeitung und maschinellem Lernen)
PhD thesis, 2018

On the Importance of Super-Gaussian Speech Priors for Machine-Learning Based Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process., 2018

Robust DNN-Based Speech Enhancement with Limited Training Data.
Proceedings of the 13th ITG Symposium on Speech Communication, 2018

2017
An Analysis of Adaptive Recursive Smoothing with Applications to Noise PSD Estimation.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

Improving the Generalizability of Deep Neural Network Based Speech Enhancement.
CoRR, 2017

On the Importance of Super-Gaussian Speech Priors for Pre-Trained Speech Enhancement.
CoRR, 2017

MixMax Approximation as a Super-Gaussian Log-Spectral Amplitude Estimator for Speech Enhancement.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

2016
BIAS correction methods for adaptive recursive smoothing with applications in noise PSD estimation.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

A Combination of Pre-Trained Approaches and Generic Methods for an Improved Speech Enhancement.
Proceedings of the 12th ITG Symposium on Speech Communication, 2016

2015
Front-end technologies for robust ASR in reverberant environments - spectral enhancement-based dereverberation and auditory modulation filterbank features.
EURASIP J. Adv. Signal Process., 2015

Combination of MVDR beamforming and single-channel spectral processing for enhancing noisy and reverberant speech.
EURASIP J. Adv. Signal Process., 2015

On the bias of adaptive first-order recursive smoothing.
Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015

Cepstral noise subtraction for robust automatic speech recognition.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
A posteriori voiced/unvoiced probability estimation based on a sinusoidal model.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Phase-sensitive real-time capable speech enhancement under voiced-unvoiced uncertainty.
Proceedings of the 21st European Signal Processing Conference, 2013


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