Emad M. Grais
Emad M. Grais
Cardiff Metropolitan University, UK & Helwan University, Egypt
Verified email at cardiffmet.ac.uk - Homepage
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
1032014
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
802011
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
622017
Discriminative nonnegative dictionary learning using cross-coherence penalties for single channel source separation.
EM Grais, H Erdogan
Interspeech, 808-812, 2013
452013
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
332016
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
292013
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
272017
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
212018
Combining mask estimates for single channel audio source separation using deep neural networks
EM Grais, G Roma, AJR Simpson, M Plumbley
Interspeech2016 Proceedings, 2016
212016
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
162011
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
152016
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
152012
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
142018
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
Hidden Markov models as priors for regularized nonnegative matrix factorization in single-channel source separation
EM Grais, H Erdogan
Thirteenth Annual Conference of the International Speech Communication …, 2012
142012
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
132011
Adaptation of speaker-specific bases in non-negative matrix factorization for single channel speech-music separation
EM Grais, H Erdoğan
ISCA (International Speech Communication Association), 2011
132011
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
122018
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
122014
Semi-blind speech-music separation using sparsity and continuity priors
H Erdogan, EM Grais
2010 20th International Conference on Pattern Recognition, 4573-4576, 2010
122010
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Articles 1–20