Replicate and MusicGen are tools that allow users to create music from text using machine learning models. Replicate provides a platform to build models with minimal coding, while MusicGen is a model developed by Facebook Research that was trained on 20,000 hours of licensed music.


Revocalize tool uses AI to convert any audio file into a vocal track that sounds like a particular singer of your choice. No singing skills are required to use this tool, and it is available as a private beta.

Cyanite is an effective music search and tagging engine that uses artificial intelligence to listen to millions of songs and categorize them in minutes, so that users can deliver the right music content regardless of the use case. It offers tagging, audio-based Similarity Search, keyword search, song recommendations, and data visualization to help users find the music they need quickly and easily. It also offers keyword cleaning to help uncover manual tagging mistakes.

Singify is an innovative platform that revolutionizes music creation with AI. It boasts a vast library of over 100 AI voice models, enabling users to effortlessly craft song covers featuring their preferred AI vocals in just a single click. This tool kindles creativity and passion for music production. Crafting AI covers is a breeze with a three-step process: selecting the voice model, adding the song, and generating the AI song cover. Singify continually updates its extensive library with new AI models. It's trusted by many and is a game-changer in the music creation landscape, offering a seamless and exciting way to collaborate with AI artists.

LALAL.AI is a next-generation vocal remover and music source separation service that allows users to extract vocal, accompaniment, and various instruments from any audio and video file with high-quality stem splitting based on AI-powered technology. Users can purchase packages with different amounts of minutes for splitting files, and receive full stems for download. The service also offers an API for businesses to integrate the technology into their own projects.