Samy Elshamy

Publication Activity (10 Years)

Years Active: 2012-2021
Publications (10 Years): 18

Top Topics

Matrix Factorization

Adaptive Filtering

Speech Enhancement

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Ziyi Xu, Samy Elshamy, Ziyue Zhao, Tim Fingscheidt
Components loss for neural networks in mask-based speech enhancement. EURASIP J. Audio Speech Music. Process. 2021 (1) (2021)
Patrick Meyer, Samy Elshamy, Tim Fingscheidt
Multichannel speaker interference reduction using frequency domain adaptive filtering. EURASIP J. Audio Speech Music. Process. 2020 (1) (2020)
Ziyi Xu, Samy Elshamy, Tim Fingscheidt
Using Separate Losses for Speech and Noise in Mask-Based Speech Enhancement. ICASSP (2020)
Patrick Meyer, Samy Elshamy, Tim Fingscheidt
A Multichannel Kalman-Based Wiener Filter Approach for Speaker Interference Reduction in Meetings. ICASSP (2020)
Patrick Meyer, Samy Elshamy, Jan Franzen, Tim Fingscheidt
Multichannel Acoustic Echo Cancellation Applied to Microphone Leakage Reduction in Meetings. EUSIPCO (2020)
Ziyue Zhao, Samy Elshamy, Tim Fingscheidt
A Perceptual Weighting Filter Loss for DNN Training in Speech Enhancement. CoRR (2019)
Ziyue Zhao, Samy Elshamy, Tim Fingscheidt
A Perceptual Weighting Filter Loss for DNN Training In Speech Enhancement. WASPAA (2019)
Samy Elshamy, Tim Fingscheidt
Improvement of Speech Residuals for Speech Enhancement. WASPAA (2019)
Ziyi Xu, Samy Elshamy, Ziyue Zhao, Tim Fingscheidt
Components Loss for Neural Networks in Mask-Based Speech Enhancement. CoRR (2019)
Samy Elshamy, Tim Fingscheidt
DNN-Based Cepstral Excitation Manipulation for Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. 27 (11) (2019)
Patrick Meyer, Samy Elshamy
Good Noise Power Estimators Are Not Always Good. ITG Symposium on Speech Communication (2018)
Ziyi Xu, Samy Elshamy, Tim Fingscheidt
A Priori SNR Estimation Using Discriminative Non-Negative Matrix Factorization. ICASSP (2018)
Samy Elshamy, Nilesh Madhu, Wouter Tirry, Tim Fingscheidt
A Priori SNR Computation for Speech Enhancement Based on Cepstral Envelope Estimation. IWAENC (2018)
Samy Elshamy, Nilesh Madhu, Wouter Tirry, Tim Fingscheidt
DNN-Supported Speech Enhancement With Cepstral Estimation of Both Excitation and Envelope. IEEE ACM Trans. Audio Speech Lang. Process. 26 (12) (2018)
Ziyue Zhao, Samy Elshamy, Huijun Liu, Tim Fingscheidt
A CNN Postprocessor to Enhance Coded Speech. IWAENC (2018)
Samy Elshamy, Nilesh Madhu, Wouter Tirry, Tim Fingscheidt
Two-stage speech enhancement with manipulation of the cepstral excitation. HSCMA (2017)
Samy Elshamy, Nilesh Madhu, Wouter Tirry, Tim Fingscheidt
Instantaneous A Priori SNR Estimation by Cepstral Excitation Manipulation. IEEE ACM Trans. Audio Speech Lang. Process. 25 (8) (2017)
Samy Elshamy, Nilesh Madhu, Wouter Tirry, Tim Fingscheidt
An iterative speech model-based a priori SNR estimator. INTERSPEECH (2015)
Marc-André Jung, Samy Elshamy, Tim Fingscheidt
An automotive wideband stereo acoustic echo canceler using frequency-domain adaptive filtering. EUSIPCO (2014)
Marcus Ludwig, Franziska Hufsky, Samy Elshamy, Sebastian Böcker
Finding Characteristic Substructures for Metabolite Classes. GCB (2012)