309 citations · 571 across the 19 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
eess.AS2021★ 2 cited
Masks Fusion with Multi-Target Learning For Speech Enhancement
Liangchen Zhou, Wenbin Jiang, Jingyan Xu +2
Recently, deep neural network (DNN) based time-frequency (T-F) mask estimation has shown remarkable effectiveness for speech enhancement. Typically, a single T-F mask is first esti…
eess.IV2021★ 37 cited
Optimal Transport for Unsupervised Denoising Learning
Wei Wang, Fei Wen, Zeyu Yan +1
Recently, much progress has been made in unsupervised denoising learning. However, existing methods more or less rely on some assumptions on the signal and/or degradation model, wh…
cs.IT2021★ 6 cited
On Perceptual Lossy Compression: The Cost of Perceptual Reconstruction and An Optimal Training Framework
Zeyu Yan, Fei Wen, Rendong Ying +2
Lossy compression algorithms are typically designed to achieve the lowest possible distortion at a given bit rate. However, recent studies show that pursuing high perceptual qualit…