Emad M. Grais
University of Sheffield(GB)
Publications by Year
Research Areas
Speech and Audio Processing, Blind Source Separation Techniques, Music and Audio Processing, Advanced Adaptive Filtering Techniques, Speech Recognition and Synthesis
Most-Cited Works
- → Deep neural networks for single channel source separation(2014)128 cited
- → Single channel audio source separation using convolutional denoising autoencoders(2017)105 cited
- → Single channel speech music separation using nonnegative matrix factorization and spectral masks(2011)82 cited
- → Discriminative nonnegative dictionary learning using cross-coherence penalties for single channel source separation(2013)49 cited
- → Contributions and limitations of using machine learning to predict noise-induced hearing loss(2021)47 cited
- → Two-Stage Single-Channel Audio Source Separation Using Deep Neural Networks(2017)40 cited
- → Investigating the use of a two-stage attention-aware convolutional neural network for the automated diagnosis of otitis media from tympanic membrane images: a prediction model development and validation study(2021)36 cited
- → Combining Mask Estimates for Single Channel Audio Source Separation Using Deep Neural Networks(2016)33 cited
- → Machine Learning in Diagnosing Middle Ear Disorders Using Tympanic Membrane Images: A Meta‐Analysis(2022)32 cited
- → Analysing wideband absorbance immittance in normal and ears with otitis media with effusion using machine learning(2021)29 cited