Anton Kovalyov

UX-Net: Filter-and-Process-Based Improved U-Net for real-time time-domain audio Separation

This study presents UX-Net, a time-domain audio separation network (TasNet) based on a modified U-Net architecture. The proposed UX-Net works in real-time and handles either single or multi-microphone input. Inspired by the filter-and-process-based human auditory behavior, the proposed system introd…