Ultimate Vocal Remover GUI is a vocal removal tool that utilizes deep neural network technology. The core developer trained all provided models except for the Demucs v3 and v4 4-channel models. This application uses advanced source separation models to remove vocals from audio files. It runs effectively without any additional prerequisites and is compatible with Windows 10 and above.