Best AI tools for music generation

Suno

Featured

Audio · Suno v4

9.2

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

Udio

Audio · Udio (proprietary)

8.8

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

Mubert

Audio · Proprietary sample-based generative engine

8.3

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

AudioCraft

Audio · MusicGen, AudioGen, EnCodec

8.2

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

Soundraw

Audio · Proprietary in-house model

8.2

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

AIVA

Audio · Proprietary (AIVA)

8.1

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

Boomy

Audio · Proprietary (undisclosed)

7.9

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

Dia

Audio · Dia-1.6B

7.3

Open-weights 1.6B text-to-dialogue model that generates ultra-realistic multi-speaker conversations in one pass.

AI Song Maker

Audio · Multi-model (ACE-Step, MusicGen, DiffRhythm, Riffusion)

7.1

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

Stable Audio

Audio · Stable Audio 3.0 (Large/Medium/Small/Small SFX)

7.1

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

Beatoven.ai

Audio · Maestro (proprietary)

7.0

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

Loudly

Audio · Proprietary Loudly AI

7.0

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

Remusic

Audio · Remusic V4 Pro (proprietary)

7.0

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

AInterview

Audio

6.8

AI host that interviews you and turns the conversation into a finished podcast.

Ecrett Music

Audio

6.8

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

Harmonai

Audio · Dance Diffusion / Stable Audio family

6.8

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

Soundful

Audio · Proprietary (human-aided AI)

6.8

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

so-vits-svc

Audio · SoftVC content encoder + VITS backbone + NSF-HiFiGAN vocoder; optional ContentVec, HuBERT-Soft, Whisper-PPG, WavLM encoders and shallow-diffusion module.

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

VoxAI

Audio · Bring-your-own via MCP (Claude, GPT, or other MCP-compatible clients)

Local macOS conversation recorder with live AI copilot and speaker-labelled transcripts