Emad M. Grais
Emad M. Grais
Research Fellow, Centre for Vision, Speech and Signal Processing (CVSSP), University of Surrey.
Verified email at sabanciuniv.edu - Homepage
TitleCited byYear
Deep neural networks for single channel source separation
EM Grais, MU Sen, H Erdogan
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
752014
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
702011
Discriminative nonnegative dictionary learning using cross-coherence penalties for single channel source separation.
EM Grais, H Erdogan
Interspeech, 808-812, 2013
392013
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
332017
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
272016
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
232013
Two-stage single-channel audio source separation using deep neural networks
EM Grais, G Roma, AJR Simpson, MD Plumbley, EM Grais, G Roma, ...
IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP) 25 (9 …, 2017
152017
Combining mask estimates for single channel audio source separation using deep neural networks
EM Grais, G Roma, AJR Simpson, M Plumbley
Interspeech2016 Proceedings, 2016
152016
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
132016
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
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
122011
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
112012
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
112012
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
102011
Semi-blind speech-music separation using sparsity and continuity priors
H Erdogan, EM Grais
2010 20th International Conference on Pattern Recognition, 4573-4576, 2010
102010
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
92016
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
92014
Audio-Visual speech recognition with background music using single-channel source separation
EM Grais, IS Topkaya, H Erdogan
2012 20th Signal Processing and Communications Applications Conference (SIU …, 2012
92012
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
82018
Music remixing and upmixing using source separation
G Roma, EM Grais, AJR Simpson, MD Plumbley
Proceedings of the 2nd AES Workshop on Intelligent Music Production, 2016
82016
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Articles 1–20