ACE Studio is an AI singing-voice workstation that turns MIDI, lyrics and pitch into expressive vocal tracks with adjustable emotion and timbre controls.
Seed Music is a research music-generation system from Doubao Team that creates vocal tracks, supports note-level editing, and performs zero-shot singing voice conversion.
Mureka is a web-based AI music platform for generating songs from reference tracks, style prompts, singer choices and melody ideas, with community sharing and copyright proof.
