| Deep neural networks for single channel source separation EM Grais, MU Sen, H Erdogan 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014 | 136 | 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 | 108 | 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 | 101 | 2011 |
| Discriminative nonnegative dictionary learning using cross-coherence penalties for single channel source separation. EM Grais, H Erdogan Interspeech, 808-812, 2013 | 59 | 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 | 43 | 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 | 39 | 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 | 37 | 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 | 35 | 2013 |
| Combining mask estimates for single channel audio source separation using deep neural networks EM Grais, G Roma, AJR Simpson, M Plumbley Interspeech2016 Proceedings, 2016 | 26 | 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 | 23 | 2018 |
| 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 | 19 | 2018 |
| 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 | 19 | 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 | 19 | 2011 |
| 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 | 18 | 2016 |
| Hidden Markov models as priors for regularized nonnegative matrix factorization in single-channel source separation EM Grais, H Erdoğan ISCA, 2012 | 18 | 2012 |
| 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 |
| Source separation using regularized NMF with MMSE estimates under GMM priors with online learning for the uncertainties EM Grais, H Erdogan Digital Signal Processing 29, 20-34, 2014 | 15 | 2014 |
| Single channel speech-music separation using matching pursuit and spectral masks EM Grais, H Erdogan 2011 IEEE 19th Signal Processing and Communications Applications Conference …, 2011 | 15 | 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 | 14 | 2017 |
| Evaluation of audio source separation models using hypothesis-driven non-parametric statistical methods AJR Simpson, G Roma, EM Grais, RD Mason, C Hummersone, A Liutkus, ... 2016 24th European Signal Processing Conference (EUSIPCO), 1763-1767, 2016 | 14 | 2016 |
Mark D. PlumbleyCentre for Vision, Speech and Signal Processing (CVSSP), University of SurreyVerified email at surrey.ac.uk
