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.

🎤 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.