Semi-blind Speech-Music Separation Using Sparsity and Continuity Priors. - Hakan Erdogan; Emad M. Grais (ICPR, 2010)

Single channel speech music separation using nonnegative matrix factorization and spectral masks. - Emad M. Grais; Hakan Erdogan (DSP, 2011)

Adaptation of Speaker-Specific Bases in Non-Negative Matrix Factorization for Single Channel Speech-Music Separation. - Emad M. Grais; Hakan Erdogan (INTERSPEECH, 2011)

Single Channel Speech Music Separation Using Nonnegative Matrix Factorization with Sliding Windows and Spectral Masks. - Emad M. Grais; Hakan Erdogan (INTERSPEECH, 2011)

Spectro-temporal post-smoothing in NMF based single-channel source separation. - Emad M. Grais; Hakan Erdogan (EUSIPCO, 2012)

Gaussian Mixture Gain Priors for Regularized Nonnegative Matrix Factorization in Single-Channel Source Separation. - Emad M. Grais; Hakan Erdogan (INTERSPEECH, 2012)

Hidden Markov Models as Priors for Regularized Nonnegative Matrix Factorization in Single-Channel Source Separation. - Emad M. Grais; Hakan Erdogan (INTERSPEECH, 2012)

Audio-visual speech recognition with background music using single-channel source separation. - Emad M. Grais; Ibrahim Saygin Topkaya; Hakan Erdogan (SIU, 2012)

Discriminative nonnegative dictionary learning using cross-coherence penalties for single channel source separation. - Emad M. Grais; Hakan Erdogan (INTERSPEECH, 2013)

Spectro-temporal post-enhancement using MMSE estimation in NMF based single-channel source separation. - Emad M. Grais; Hakan Erdogan (INTERSPEECH, 2013)

Initialization of nonnegative matrix factorization dictionaries for single channel source separation. - Emad M. Grais; Hakan Erdogan (SIU, 2013)

Regularized nonnegative matrix factorization using Gaussian mixture priors for supervised single channel source separation. - Emad M. Grais; Hakan Erdogan (Comput. Speech Lang., 2013)

Deep neural networks for single channel source separation. - Emad M. Grais; Mehmet Umut Sen; Hakan Erdogan (ICASSP, 2014)

Source separation using regularized NMF with MMSE estimates under GMM priors with online learning for the uncertainties. - Emad M. Grais; Hakan Erdogan (Digit. Signal Process., 2014)

Evaluation of audio source separation models using hypothesis-driven non-parametric statistical methods. - Andrew J. R. Simpson; Gerard Roma; Emad M. Grais; Russell D. Mason; Chris Hummersone; Antoine Liutkus; Mark D. Plumbley (EUSIPCO, 2016)

Combining Mask Estimates for Single Channel Audio Source Separation Using Deep Neural Networks. - Emad M. Grais; Gerard Roma; Andrew J. R. Simpson; Mark D. Plumbley (INTERSPEECH, 2016)

Single channel audio source separation using convolutional denoising autoencoders. - Emad M. Grais; Mark D. Plumbley (GlobalSIP, 2017)

Discriminative Enhancement for Single Channel Audio Source Separation Using Deep Neural Networks. - Emad M. Grais; Gerard Roma; Andrew J. R. Simpson; Mark D. Plumbley (LVA/ICA, 2017)

Psychophysical Evaluation of Audio Source Separation Methods. - Andrew J. R. Simpson; Gerard Roma; Emad M. Grais; Russell D. Mason; Christopher Hummersone; Mark D. Plumbley (LVA/ICA, 2017)

Two-Stage Single-Channel Audio Source Separation Using Deep Neural Networks. - Emad M. Grais; Gerard Roma; Andrew J. R. Simpson; Mark D. Plumbley (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

Raw Multi-Channel Audio Source Separation using Multi- Resolution Convolutional Auto-Encoders. - Emad M. Grais; Dominic Ward; Mark D. Plumbley (EUSIPCO, 2018)

Multi-Resolution Fully Convolutional Neural Networks for Monaural Audio Source Separation. - Emad M. Grais; Hagen Wierstorf; Dominic Ward; Mark D. Plumbley (LVA/ICA, 2018)

BSS Eval or Peass? Predicting the Perception of Singing-Voice Separation. - Dominic Ward; Hagen Wierstorf; Russell D. Mason; Emad M. Grais; Mark D. Plumbley (ICASSP, 2018)

Referenceless Performance Evaluation of Audio Source Separation using Deep Neural Networks. - Emad M. Grais; Hagen Wierstorf; Dominic Ward; Russell Mason; Mark D. Plumbley (EUSIPCO, 2019)

Multi-Band Multi-Resolution Fully Convolutional Neural Networks for Singing Voice Separation. - Emad M. Grais; Fei Zhao; Mark D. Plumbley (EUSIPCO, 2020)

Analysing Wideband Absorbance Immittance in Normal and Ears with Otitis Media with Effusion Using Machine Learning. - Emad M. Grais; Xiaoya Wang; Jie Wang; Fei Zhao; Wen Jiang; Yuexin Cai; Lifang Zhang; Qingwen Lin; Haidi Yang (CoRR, 2021)

Reinforcement Learning for Multiple-Input Multiple-Output Control in Metal Additive Manufacturing. - Emad M. Grais; Scott V. Notley; George Panoutsos (ICNSC, 2023)

An advanced machine learning approach for high accuracy automated diagnosis of otitis media with effusion in different age groups using 3D wideband acoustic immittance. - 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 013 (Biomed. Signal Process. Control., 2024)