Several digital platforms, music publishers, and streaming services have actively cracked down on unauthorized generative artificial intelligence music, deepfake vocal cloning, and spam tracks. While platforms like Deezer deploy proprietary detection algorithms to filter out fraudulent AI-generated noise and protect human artist compensation rights, major streaming ecosystems and copyright protection bodies continuously update policies to restrict unauthorized synthetic audio uploads.