Fast Music Remover is an open-source tool designed for quickly and efficiently removing music from audio files, allowing users to isolate vocals or other elements in a track. Leveraging advanced audio processing techniques, this software offers a fast and lightweight solution for source separation, making it ideal for applications such as karaoke, remixing, or audio analysis. Fast Music Remover is easy to use and can be self-hosted, providing flexibility and privacy for users who want to process their audio files locally without relying on cloud services.