3 papers
cs.SD2021
Self-Supervised Learning based Monaural Speech Enhancement with Multi-Task Pre-Training
Yi Li, Yang Sun, Syed Mohsen Naqvi
In self-supervised learning, it is challenging to reduce the gap between the enhancement performance on the estimated and target speech signals with existed pre-tasks. In this pape…
cs.SD2021
Self-Supervised Learning based Monaural Speech Enhancement with Complex-Cycle-Consistent
Yi Li, Yang Sun, Syed Mohsen Naqvi
Recently, self-supervised learning (SSL) techniques have been introduced to solve the monaural speech enhancement problem. Due to the lack of using clean phase information, the enh…
cs.IR2021
Enhancing Top-N Item Recommendations by Peer Collaboration
Yang Sun, Fajie Yuan, Min Yang +3
Deep neural networks (DNN) have achieved great success in the recommender systems (RS) domain. However, to achieve remarkable performance, DNN-based recommender models often requir…