Emad M. Grais

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 20

Top Topics

Source Separation

Negative Matrix Factorization

Top Venues

Publications

Emad M. Grais, Leixin Nie, Bin Zou, Xiaoya Wang, Tariq Rahim, Jing Sun, Shuna Li, Jie Wang, Wen Jiang, Yuexin Cai, Haidi Yang, Fei Zhao
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. 87 (Part A) (2024)
Emad M. Grais, Scott V. Notley, George Panoutsos
Reinforcement Learning for Multiple-Input Multiple-Output Control in Metal Additive Manufacturing. ICNSC (2023)
Emad M. Grais, Xiaoya Wang, Jie Wang, Fei Zhao, Wen Jiang, Yuexin Cai, Lifang Zhang, Qingwen Lin, Haidi Yang
Analysing Wideband Absorbance Immittance in Normal and Ears with Otitis Media with Effusion Using Machine Learning. CoRR (2021)
Emad M. Grais, Fei Zhao, Mark D. Plumbley
Multi-Band Multi-Resolution Fully Convolutional Neural Networks for Singing Voice Separation. EUSIPCO (2020)
Emad M. Grais, Fei Zhao, Mark D. Plumbley
Multi-Band Multi-Resolution Fully Convolutional Neural Networks for Singing Voice Separation. CoRR (2019)
Emad M. Grais, Hagen Wierstorf, Dominic Ward, Russell Mason, Mark D. Plumbley
Referenceless Performance Evaluation of Audio Source Separation using Deep Neural Networks. EUSIPCO (2019)
Emad M. Grais, Hagen Wierstorf, Dominic Ward, Russell Mason, Mark D. Plumbley
Referenceless Performance Evaluation of Audio Source Separation using Deep Neural Networks. CoRR (2018)
Emad M. Grais, Dominic Ward, Mark D. Plumbley
Raw Multi-Channel Audio Source Separation using Multi-Resolution Convolutional Auto-Encoders. CoRR (2018)
Emad M. Grais, Hagen Wierstorf, Dominic Ward, Mark D. Plumbley
Multi-Resolution Fully Convolutional Neural Networks for Monaural Audio Source Separation. LVA/ICA (2018)
Emad M. Grais, Dominic Ward, Mark D. Plumbley
Raw Multi-Channel Audio Source Separation using Multi- Resolution Convolutional Auto-Encoders. EUSIPCO (2018)
Dominic Ward, Hagen Wierstorf, Russell D. Mason, Emad M. Grais, Mark D. Plumbley
BSS Eval or Peass? Predicting the Perception of Singing-Voice Separation. ICASSP (2018)
Emad M. Grais, Mark D. Plumbley
Single Channel Audio Source Separation using Convolutional Denoising Autoencoders. CoRR (2017)
Emad M. Grais, Gerard Roma, Andrew J. R. Simpson, Mark D. Plumbley
Two-Stage Single-Channel Audio Source Separation Using Deep Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 25 (9) (2017)
Emad M. Grais, Gerard Roma, Andrew J. R. Simpson, Mark D. Plumbley
Discriminative Enhancement for Single Channel Audio Source Separation Using Deep Neural Networks. LVA/ICA (2017)
Emad M. Grais, Mark D. Plumbley
Single channel audio source separation using convolutional denoising autoencoders. GlobalSIP (2017)
Andrew J. R. Simpson, Gerard Roma, Emad M. Grais, Russell D. Mason, Christopher Hummersone, Mark D. Plumbley
Psychophysical Evaluation of Audio Source Separation Methods. LVA/ICA (2017)
Emad M. Grais, Hagen Wierstorf, Dominic Ward, Mark D. Plumbley
Multi-Resolution Fully Convolutional Neural Networks for Monaural Audio Source Separation. CoRR (2017)
Andrew J. R. Simpson, Gerard Roma, Emad M. Grais, Russell D. Mason, Chris Hummersone, Antoine Liutkus, Mark D. Plumbley
Evaluation of audio source separation models using hypothesis-driven non-parametric statistical methods. EUSIPCO (2016)
Emad M. Grais, Gerard Roma, Andrew J. R. Simpson, Mark D. Plumbley
Discriminative Enhancement for Single Channel Audio Source Separation using Deep Neural Networks. CoRR (2016)
Emad M. Grais, Gerard Roma, Andrew J. R. Simpson, Mark D. Plumbley
Combining Mask Estimates for Single Channel Audio Source Separation Using Deep Neural Networks. INTERSPEECH (2016)
Emad M. Grais, Mehmet Umut Sen, Hakan Erdogan
Deep neural networks for single channel source separation. ICASSP (2014)
Emad M. Grais, Hakan Erdogan
Source separation using regularized NMF with MMSE estimates under GMM priors with online learning for the uncertainties. Digit. Signal Process. 29 (2014)
Emad M. Grais, Hakan Erdogan
Regularized nonnegative matrix factorization using Gaussian mixture priors for supervised single channel source separation. Comput. Speech Lang. 27 (3) (2013)
Emad M. Grais, Hakan Erdogan
Source Separation using Regularized NMF with MMSE Estimates under GMM Priors with Online Learning for The Uncertainties CoRR (2013)
Emad M. Grais, Hakan Erdogan
Discriminative nonnegative dictionary learning using cross-coherence penalties for single channel source separation. INTERSPEECH (2013)
Emad M. Grais, Hakan Erdogan
Initialization of nonnegative matrix factorization dictionaries for single channel source separation. SIU (2013)
Emad M. Grais, Hakan Erdogan
Spectro-temporal post-enhancement using MMSE estimation in NMF based single-channel source separation. INTERSPEECH (2013)
Emad M. Grais, Mehmet Umut Sen, Hakan Erdogan
Deep neural networks for single channel source separation. CoRR (2013)
Emad M. Grais, Hakan Erdogan
Spectro-temporal post-smoothing in NMF based single-channel source separation. EUSIPCO (2012)
Emad M. Grais, Hakan Erdogan
Gaussian Mixture Gain Priors for Regularized Nonnegative Matrix Factorization in Single-Channel Source Separation. INTERSPEECH (2012)
Emad M. Grais, Ibrahim Saygin Topkaya, Hakan Erdogan
Audio-visual speech recognition with background music using single-channel source separation. SIU (2012)
Emad M. Grais, Hakan Erdogan
Hidden Markov Models as Priors for Regularized Nonnegative Matrix Factorization in Single-Channel Source Separation. INTERSPEECH (2012)
Emad M. Grais, Hakan Erdogan
Single Channel Speech Music Separation Using Nonnegative Matrix Factorization with Sliding Windows and Spectral Masks. INTERSPEECH (2011)
Emad M. Grais, Hakan Erdogan
Adaptation of Speaker-Specific Bases in Non-Negative Matrix Factorization for Single Channel Speech-Music Separation. INTERSPEECH (2011)
Emad M. Grais, Hakan Erdogan
Single channel speech music separation using nonnegative matrix factorization and spectral masks. DSP (2011)
Hakan Erdogan, Emad M. Grais
Semi-blind Speech-Music Separation Using Sparsity and Continuity Priors. ICPR (2010)