Emad M. Grais - RankMe

36 papers A 7B 1Misc 2Journal 13Unranked 13

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