Implementation of Band Split Roformer, SOTA Attention network for music source separation out of ByteDance AI Labs
-
Updated
Aug 6, 2024 - Python
Implementation of Band Split Roformer, SOTA Attention network for music source separation out of ByteDance AI Labs
KUIELAB-MDX-Net got the 2nd place on the Leaderboard A and the 3rd place on the Leaderboard B in the MDX-Challenge ISMIR 2021
Singing Voice Separation via Recurrent Inference and Skip-Filtering Connections - PyTorch Implementation. Demo:
The code for the MaD TwinNet. Demo page:
Pytorch implementation of subband decomposition
An official implementation of the ICASSP 2024 paper: Dual-Path TFC-TDF UNet for Music Source Separation
Sound Demixing Challenge 2023
Control mechanisms to the U-Net architecture for doing multiple source separation instruments
Source Separation training codebase for the Sound Demixing Challenge 2023.
Banquet: A Stem-Agnostic Single-Decoder System for Music Source Separation Beyond Four Stems
logWMSE, an audio quality metric & loss function with support for digital silence target. Useful for training and evaluating audio source separation systems.
The best gradio web-ui for vocal remover that uses demucs and mdx-net. Automatic subtitle creation using faster whisper. Easy one click installation. Fully portable.
Create and explore isolated tracks from music files
Support material and source code for the model described in : "A Recurrent Encoder-Decoder Approach With Skip-Filtering Connections For Monaural Singing Voice Separation"
Support material and source code for the system described in : "New Sonorities for Jazz Recordings: Separation and Mixing using Deep Neural Networks".
Audio Signal Processing Python Tools
Carnatic singing voice separation trained with in-domain data with leakage
Pytorch implementation of MDensenet and sparse NMF. Made for my undergraduate thesis "Music Source Separation with Supervised Learning Methods".
Add a description, image, and links to the music-source-separation topic page so that developers can more easily learn about it.
To associate your repository with the music-source-separation topic, visit your repo's landing page and select "manage topics."