Emad M. Grais
Orcid: 0000-0002-6387-0981
According to our database1,
Emad M. Grais
authored at least 28 papers
between 2010 and 2024.
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Bibliography
2024
An advanced machine learning approach for high accuracy automated diagnosis of otitis media with effusion in different age groups using 3D wideband acoustic immittance.
Biomed. Signal Process. Control., January, 2024
2023
Reinforcement Learning for Multiple-Input Multiple-Output Control in Metal Additive Manufacturing.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2023
2021
Analysing Wideband Absorbance Immittance in Normal and Ears with Otitis Media with Effusion Using Machine Learning.
CoRR, 2021
2020
Multi-Band Multi-Resolution Fully Convolutional Neural Networks for Singing Voice Separation.
Proceedings of the 28th European Signal Processing Conference, 2020
2019
Referenceless Performance Evaluation of Audio Source Separation using Deep Neural Networks.
Proceedings of the 27th European Signal Processing Conference, 2019
2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Multi-Resolution Fully Convolutional Neural Networks for Monaural Audio Source Separation.
Proceedings of the Latent Variable Analysis and Signal Separation, 2018
Raw Multi-Channel Audio Source Separation using Multi- Resolution Convolutional Auto-Encoders.
Proceedings of the 26th European Signal Processing Conference, 2018
2017
IEEE ACM Trans. Audio Speech Lang. Process., 2017
Proceedings of the Latent Variable Analysis and Signal Separation, 2017
Discriminative Enhancement for Single Channel Audio Source Separation Using Deep Neural Networks.
Proceedings of the Latent Variable Analysis and Signal Separation, 2017
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017
2016
Combining Mask Estimates for Single Channel Audio Source Separation Using Deep Neural Networks.
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016
Evaluation of audio source separation models using hypothesis-driven non-parametric statistical methods.
Proceedings of the 24th European Signal Processing Conference, 2016
2014
Source separation using regularized NMF with MMSE estimates under GMM priors with online learning for the uncertainties.
Digit. Signal Process., 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
Regularized nonnegative matrix factorization using Gaussian mixture priors for supervised single channel source separation.
Comput. Speech Lang., 2013
Initialization of nonnegative matrix factorization dictionaries for single channel source separation.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
Spectro-temporal post-enhancement using MMSE estimation in NMF based single-channel source separation.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013
Discriminative nonnegative dictionary learning using cross-coherence penalties for single channel source separation.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013
2012
Audio-visual speech recognition with background music using single-channel source separation.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012
Hidden Markov Models as Priors for Regularized Nonnegative Matrix Factorization in Single-Channel Source Separation.
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012
Gaussian Mixture Gain Priors for Regularized Nonnegative Matrix Factorization in Single-Channel Source Separation.
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
2011
Single Channel Speech Music Separation Using Nonnegative Matrix Factorization with Sliding Windows and Spectral Masks.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011
Adaptation of Speaker-Specific Bases in Non-Negative Matrix Factorization for Single Channel Speech-Music Separation.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011
Single channel speech music separation using nonnegative matrix factorization and spectral masks.
Proceedings of the 17th International Conference on Digital Signal Processing, 2011
2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010