Breakthrough in the realization of multi-track separation technology
SpleeterGui's 5-track separation function (vocal/drums/bass/piano/others) represents the cutting edge of current practice in Music Source Separation (MSS) technology. Its algorithm is based on the U-Net convolutional neural network architecture developed by Deezer, and is realized by learning from 500,000 professional remixes:
- Vocal Extraction: Processes complex vocal tracks with reverb and harmony
- Instrument Recognition: Accurately differentiate between bass and piano voices of similar frequency.
- Dynamic processing: automatically compensates for the energy of tracks with different loudness levels
Practical tests show that its separation accuracy can reach more than 90% in popular music scenes, far exceeding the traditional Fourier transform-based separation methods.
This answer comes from the articleSpleeterGui: Easy Music Track Separation ToolThe
May not be reproduced without permission:AI productivity tools " SpleeterGui's 5-Track Separation Mode Demonstrates Advanced Levels of AI Audio Processing
