Emad M. Grais

Deep neural networks for single channel source separation

Emad M. Grais, Mehmet Umut Şen, Hakan Erdoğan · 2014 · 128 citations

Computing, Neuroscience, Feature Engineering +10

Single channel audio source separation using convolutional denoising autoencoders

Emad M. Grais, Mark D. Plumbley · 2017 · 106 citations

Computing, Computer Science, Acoustics +12

Single channel speech music separation using nonnegative matrix factorization and spectral masks

Emad M. Grais, Hakan Erdoğan · 2011 · 82 citations

Health Professions, Speech-language Pathology, Music Analysis +13

Discriminative nonnegative dictionary learning using cross-coherence penalties for single channel source separation

Emad M. Grais, Hakan Erdoğan · 2013 · 49 citations

Computing, Electrical Engineering, Data Mining +12

Two-Stage Single-Channel Audio Source Separation Using Deep Neural Networks

Emad M. Grais, Gerard Roma, Andrew Simpson et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 2017 · 40 citations

Health Professions, Audiology, Acoustics +6