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
992014
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
592017
Discriminative nonnegative dictionary learning using cross-coherence penalties for single channel source separation.
EM Grais, H Erdogan
Interspeech, 808-812, 2013
442013
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
322016
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
262017
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
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
182018
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
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
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
132018
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
132016
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
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
112010
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
102018
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Articles 1–20