Open access
Sep 2026
Self-supervised audio representation learning model based on time-frequency decoupling and masked reconstruction
A self-supervised model that integrates a time-frequency decoupled (TF-D) stem with masked latent reconstruction with the strongest overall transfer results among the internal variants and a competitive balance among representation quality, encoder scale, and inference efficiency is proposed.
Jie Xu, Yu-Hao Dai, Zhi-Feng Wang
· Signal, Image and Video Proc... · 0 citations