Yang Sun
Separating speech signals using deep neural networks.
Email: y.sun29@ncl.ac.uk
Project title
Monaural source separation with deep neural networks
Supervisors
Project description
We are investigating the separation of desired speech signals from speech mixtures in real-world environments. We are using deep neural networks.
Publications
- Sun Y, Xian Y, Wang W, Naqvi MN. Monaural Source Separation in Complex Domain with Long Short-Term Memory Neural Network. IEEE Journal of Selected Topics in Signal Processing 2019, 13(2), 359-369.
- Sun Y, Wang W, Chambers J, Naqvi MN. Two-Stage Monaural Source Separation in Reverberant Room Environments using Deep Neural Networks. IEEE/ACM Transactions on Audio Speech and Language Processing 2019, 27(1), 125-139.
Qualifications
- MSc in Communications and Signal Processing from Newcastle University