Codebase for ECCV18 "The Sound of Pixels"

The code for multi-channel source separation and dereverberation such as FastMNMF1, FastMNMF2, and AR-FastMNMF2.

Co-Separating Sounds of Visual Objects (ICCV 2019)

logWMSE, an audio quality metric & loss function with support for digital silence target. Useful for training and evaluating audio source separation systems.

Variations of L1 SNR Loss function for training audio source separation machine learning models

🎤 Vocal Remover for Karaoke (on-going..)

PyTorch implementation of "Leveraging Category Information for Single-Frame Visual Sound Source Separation"

Sound Filter is a software that uses frequency analysis and filter design to separate mixed sounds into two tracks. It utilizes the Bilinear transform and low-pass/high-pass filters to isolate original sounds from mixed recordings. Ideal for audio engineers and technicians.

Clojure bindings for PyTorch implementation of Open-Unmix

This repository stores work on a sound separation project of Bird sounds. The goal is to separate a mixture of frequencies into bird calls and noise. It is inspired by MixIT and Asteroid.

PATCHBAY is a desktop GUI and a small Python backend for running the facebook/SAM-Audio family of models