This application provides a GUI for running state-of-the-art source separation models to remove vocals from audio files. It bundles PyTorch and pre-trained models for audio source separation tasks including vocal removal and instrumental extraction. The core developers trained most of the models included in the package, with support for GPU acceleration via CUDA and DirectML.