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Emad M. Grais
Emad M. Grais
University of Sheffield, UK & Helwan University, Egypt
Verified email at sheffield.ac.uk
Title
Cited by
Cited by
Year
Deep neural networks for single channel source separation
EM Grais, MU Sen, H Erdogan
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
1362014
Single Channel Audio Source Separation using Convolutional Denoising Autoencoders
EM Grais, MD Plumbley
GlobalSIP 2017. The final version is available at http://epubs.surrey.ac.uk …, 2017
1082017
Single channel speech music separation using nonnegative matrix factorization and spectral masks
EM Grais, H Erdogan
2011 17th International Conference on Digital Signal Processing (DSP), 1-6, 2011
1012011
Discriminative nonnegative dictionary learning using cross-coherence penalties for single channel source separation.
EM Grais, H Erdogan
Interspeech, 808-812, 2013
592013
Two-stage single-channel audio source separation using deep neural networks
EM Grais, G Roma, AJR Simpson, MD Plumbley
IEEE/ACM Transactions on Audio, Speech, and Language Processing 25 (9), 1773 …, 2017
432017
Raw Multi-Channel Audio Source Separation using Multi-Resolution Convolutional Auto-Encoders
EM Grais, D Ward, MD Plumbley
EUSIPCO-2018. Available at http://epubs.surrey.ac.uk/848607/, 2018
392018
Single-channel audio source separation using deep neural network ensembles
EM Grais, G Roma, AJR Simpson, MD Plumbley
Audio Engineering Society Convention 140 - http://epubs.surrey.ac.uk/811154 …, 2016
372016
Regularized nonnegative matrix factorization using Gaussian mixture priors for supervised single channel source separation
EM Grais, H Erdogan
Computer Speech & Language 27 (3), 746-762, 2013
352013
Combining mask estimates for single channel audio source separation using deep neural networks
EM Grais, G Roma, AJR Simpson, M Plumbley
Interspeech2016 Proceedings, 2016
262016
Multi-Resolution Fully Convolutional Neural Networks for Monaural Audio Source Separation
EM Grais, H Wierstorf, D Ward, MD Plumbley
International Conference on Latent Variable Analysis and Signal Separation …, 2018
232018
BSS Eval or PEASS? Predicting the perception of singing-voice separation
D Ward, H Wierstorf, RD Mason, EM Grais, MD Plumbley
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
192018
Single channel speech music separation using nonnegative matrix factorization with sliding windows and spectral masks
EM Grais, H Erdogan
Twelfth Annual Conference of the International Speech Communication Association, 2011
192011
Single channel speech music separation using nonnegative matrix factorization with sliding windows and spectral masks
EM Grais, H Erdogan
Twelfth Annual Conference of the International Speech Communication Association, 2011
192011
Discriminative Enhancement for Single Channel Audio Source Separation using Deep Neural Networks
EM Grais, G Roma, AJR Simpson, MD Plumbley
13th International Conference on Latent Variable Analysis and Signal …, 2016
182016
Hidden Markov models as priors for regularized nonnegative matrix factorization in single-channel source separation
EM Grais, H Erdoğan
ISCA, 2012
182012
Spectro-temporal post-smoothing in NMF based single-channel source separation
EM Grais, H Erdogan
2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO …, 2012
172012
Source separation using regularized NMF with MMSE estimates under GMM priors with online learning for the uncertainties
EM Grais, H Erdogan
Digital Signal Processing 29, 20-34, 2014
152014
Single channel speech-music separation using matching pursuit and spectral masks
EM Grais, H Erdogan
2011 IEEE 19th Signal Processing and Communications Applications Conference …, 2011
152011
Perceptual evaluation of source separation for remixing music
H Wierstorf, D Ward, R Mason, EM Grais, C Hummersone, MD Plumbley
Audio Engineering Society Convention 143, 2017
142017
Evaluation of audio source separation models using hypothesis-driven non-parametric statistical methods
AJR Simpson, G Roma, EM Grais, RD Mason, C Hummersone, A Liutkus, ...
2016 24th European Signal Processing Conference (EUSIPCO), 1763-1767, 2016
142016
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