| Deep neural networks for single channel source separation EM Grais, MU Sen, H Erdogan 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014 | 170 | 2014 |
| Single Channel Audio Source Separation using Convolutional Denoising Autoencoders EM Grais, MD Plumbley GlobalSIP 2017. The final version is available at http://epubs.surrey.ac.uk …, 2017 | 152 | 2017 |
| Single channel speech music separation using nonnegative matrix factorization and spectral masks EM Grais, H Erdogan 2011 17th International Conference on Digital Signal Processing (DSP), 1-6, 2011 | 108 | 2011 |
| Discriminative nonnegative dictionary learning using cross-coherence penalties for single channel source separation. EM Grais, H Erdogan Interspeech, 808-812, 2013 | 62 | 2013 |
| Two-stage single-channel audio source separation using deep neural networks EM Grais, G Roma, AJR Simpson, MD Plumbley IEEE/ACM Transactions on Audio, Speech, and Language Processing 25 (9), 1773 …, 2017 | 57 | 2017 |
| Raw Multi-Channel Audio Source Separation using Multi-Resolution Convolutional Auto-Encoders EM Grais, D Ward, MD Plumbley EUSIPCO-2018. Available at http://epubs.surrey.ac.uk/848607/, 2018 | 56 | 2018 |
| Single-channel audio source separation using deep neural network ensembles EM Grais, G Roma, AJR Simpson, MD Plumbley Audio Engineering Society Convention 140 - http://epubs.surrey.ac.uk/811154 …, 2016 | 47 | 2016 |
| Regularized nonnegative matrix factorization using Gaussian mixture priors for supervised single channel source separation EM Grais, H Erdogan Computer Speech & Language 27 (3), 746-762, 2013 | 36 | 2013 |
| Combining Mask Estimates for Single Channel Audio Source Separation Using Deep Neural Networks. EM Grais, G Roma, AJR Simpson, MD Plumbley INTERSPEECH, 3339-3343, 2016 | 32 | 2016 |
| Multi-Resolution Fully Convolutional Neural Networks for Monaural Audio Source Separation EM Grais, H Wierstorf, D Ward, MD Plumbley International Conference on Latent Variable Analysis and Signal Separation …, 2018 | 29 | 2018 |
| 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 … Y Cai, JG Yu, Y Chen, C Liu, L Xiao, EM Grais, F Zhao, L Lan, S Zeng, ... BMJ open 11 (1), e041139, 2021 | 27 | 2021 |
| BSS Eval or PEASS? Predicting the perception of singing-voice separation D Ward, H Wierstorf, RD Mason, EM Grais, MD Plumbley 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 26 | 2018 |
| Contributions and limitations of using machine learning to predict noise-induced hearing loss F Chen, Z Cao, EM Grais, F Zhao International Archives of Occupational and Environmental Health 94, 1097-1111, 2021 | 24 | 2021 |
| Analysing Wideband Absorbance Immittance in Normal and Ears with Otitis Media with Effusion Using Machine Learning EM Grais, X Wang, J Wang, F Zhao, W Jiang, Y Cai, L Zhang, Q Lin, ... Scientific Reports https://www.nature.com/articles/s41598-021-89588-4 11 (1 …, 2021 | 23 | 2021 |
| Single channel speech music separation using nonnegative matrix factorization with sliding windows and spectral masks EM Grais, H Erdogan Twelfth Annual Conference of the International Speech Communication Association, 2011 | 22 | 2011 |
| Single channel speech music separation using nonnegative matrix factorization with sliding windows and spectral masks EM Grais, H Erdogan Twelfth Annual Conference of the International Speech Communication Association, 2011 | 22 | 2011 |
| Perceptual evaluation of source separation for remixing music H Wierstorf, D Ward, R Mason, EM Grais, C Hummersone, MD Plumbley Audio Engineering Society Convention 143, 2017 | 19 | 2017 |
| Discriminative Enhancement for Single Channel Audio Source Separation using Deep Neural Networks EM Grais, G Roma, AJR Simpson, MD Plumbley 13th International Conference on Latent Variable Analysis and Signal …, 2016 | 19 | 2016 |
| Spectro-temporal post-smoothing in NMF based single-channel source separation EM Grais, H Erdogan 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO …, 2012 | 17 | 2012 |
| Spectro-temporal post-enhancement using MMSE estimation in NMF based single-channel source separation EM Grais, H Erdoğan ISCA (International Speech Communication Association), 2013 | 16 | 2013 |
Mark D. PlumbleyCentre for Vision, Speech and Signal Processing (CVSSP), University of SurreyVerified email at surrey.ac.uk
