Best AI tools for music generation

Text-to-song AI — full vocal tracks from a prompt.

Suno's main rival for AI-generated full songs.

AI music generator that spits out royalty-free background tracks for video, podcast, and app use.

Meta's open-source research toolkit for generating music and sound effects from text via a single autoregressive language model.

AI music generator that spits out royalty-free, customizable tracks by genre and mood.

AI music composition tool that generates royalty-friendly tracks in 250+ styles with editable MIDI output.

Generative AI music maker that lets anyone produce a song in under a minute and push it to Spotify.

Browser-based song generator that wraps multiple open music models behind a single freemium UI.

Stability AI's generative audio model family for music and sound effects, with open weights for the smaller variants.

Text-to-music generator that spits out royalty-free background tracks with a clean licensing story.

AI music generator with royalty-free output, stem splitting, and distribution to Spotify and friends.

All-in-one AI music studio that bundles song generation, voice cloning, stem splitting, and karaoke tools.

AI background-music generator that spits out royalty-free instrumental tracks by scene, mood, and genre.

Open-source generative audio lab from Stability AI building diffusion models for music production.

Template-driven AI music generator that spits out royalty-free, commercially licensable tracks in seconds.

SoftVC VITS Singing Voice Conversion — open-source pipeline for training and running singing-voice models.