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Emad M. Grais
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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
1672014
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
1482017
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
1072011
Discriminative nonnegative dictionary learning using cross-coherence penalties for single channel source separation.
EM Grais, H Erdogan
Interspeech, 808-812, 2013
622013
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
552017
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
542018
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
472016
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
362013
Combining Mask Estimates for Single Channel Audio Source Separation Using Deep Neural Networks.
EM Grais, G Roma, AJR Simpson, MD Plumbley
INTERSPEECH, 3339-3343, 2016
312016
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
292018
Investigating the use of a two-stage attention-aware convolutional neural network for the automated diagnosis of otitis media from tympanic membrane images: a prediction model …
Y Cai, JG Yu, Y Chen, C Liu, L Xiao, EM Grais, F Zhao, L Lan, S Zeng, ...
BMJ open 11 (1), e041139, 2021
262021
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
262018
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
222011
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
222011
Contributions and limitations of using machine learning to predict noise-induced hearing loss
F Chen, Z Cao, EM Grais, F Zhao
International Archives of Occupational and Environmental Health 94, 1097-1111, 2021
212021
Analysing Wideband Absorbance Immittance in Normal and Ears with Otitis Media with Effusion Using Machine Learning
EM Grais, X Wang, J Wang, F Zhao, W Jiang, Y Cai, L Zhang, Q Lin, ...
Scientific Reports https://www.nature.com/articles/s41598-021-89588-4 11 (1 …, 2021
212021
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
192016
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
182017
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
Hidden Markov models as priors for regularized nonnegative matrix factorization in single-channel source separation
EM Grais, H Erdoğan
ISCA, 2012
162012
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Articles 1–20