29 citations · 29 across the 3 of their papers we have counts for
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.SD2021★ 29 cited
Domain Adaptation and Autoencoder Based Unsupervised Speech Enhancement
Yi Li, Yang Sun, Kirill Horoshenkov +1
As a category of transfer learning, domain adaptation plays an important role in generalizing the model trained in one task and applying it to other similar tasks or settings. In s…