AI Tools Directory

AI Music Tools Directory

Every AI music tool worth your time: production, mixing, mastering, video, and more. Vetted, categorized, and paired with hands-on reviews and tutorials.

All tools

All tools 70

Generate Music

AI Music Generators 22 AI Soundscape Generators 3 AI Sound Effect Generators 1 AI Sample Generators 4 AI Instrumental Generators 3 AI MIDI Generators 11

Generate Vocals

AI Voice Cloning 7 AI Singing Voice Generators 5 AI Choir Generators 4

Produce & Record

AI VST Plugins 9 AI DAWs 4 Online Music Studio 3

Fix & Finish

AI Mixing 5 AI Mastering 10 AI Stem Splitters 10 Vocal Enhancers 2

Make Video

AI Music Video Generators 5 AI Video Generators 3

Promote Music

Music Marketing 2

Analyze Music

AI Music Detection 7 Music Data & APIs 1

Pricing

70 tools

Neural Frames

Neural Frames creates audio-reactive AI music videos synced to your stems. See pricing, Autopilot, features, and how it compares to Pika and RunwayML.

Freemium · from $39 AI Music Video Generators
RoEx

RoEx Automix turns your stems into a release-ready mix and master in minutes. The first download is free. My hands-on review, rated 4.5/5.

Freemium · from $5.99 AI Mixing
ElevenMusic

ElevenMusic by ElevenLabs is an AI song generator that bundles creation, publishing, and per-stream payouts. Free tier with 5 tracks a day, Pro from $7.99/mo.

Freemium · from $7.99 AI Music Generators
Suno

Suno v5.5 writes full songs from a prompt, Studio 2.0 edits them on a timeline. Free, Pro $8/mo, Premier $24/mo, with download caps since September 3.

Freemium · from $8 AI Music Generators
Cyanite

Cyanite AI tags songs with genre, mood, BPM and key, searches catalogs by prompt or sonic similarity, and flags Suno and Udio tracks. Free for 5 songs a month.

Freemium Music Data & APIs
ACE Studio

ACE Studio turns MIDI and lyrics into studio-quality AI vocals with 140+ royalty-free voice models, voice cloning, and a built-in stem splitter. Paid only.

Subscription · from $16.58 AI Singing Voice Generators
Beat Shaper

Beat Shaper generates editable MIDI drums, basslines and synth parts for electronic music producers, on licensed training data, with Ableton export.

Freemium AI MIDI Generators
Controlla

Controlla is a browser platform for voice swaps, voice cloning, and choirs, with 661 licensed voices, 30+ languages, and no claim on your masters. Free tier.

Freemium · from $4 AI Voice Cloning
I AM CHOIR

I AM CHOIR turns one vocal take into a 20-voice gospel, kids, or shout choir inside your DAW. macOS only, $199 one-time, all processing stays local.

One-time · from $199 AI Choir Generators
Veena

Veena is a browser DAW with an AI CoProducer that generates audio and MIDI layer by layer. One plan at $10 per month, no download, you direct every step.

Subscription · from $10 AI MIDI Generators
AHA Music AI Music Detector

AHA Music's free AI detector runs on ACRCloud's engine, scores vocals and accompaniment separately, and allows 5 checks a day with no signup.

Freemium AI Music Detection
AudioAuditor

AudioAuditor is a free Apache-2.0 audio forensics toolkit with beta AI detection, fake lossless and MQA checks, and AcoustID fingerprinting. Windows and Linux.

Free AI Music Detection
Deezer AI Music Detector

Deezer's free AI music detector scans playlists from 20 streaming services in 27 languages and reports how much of your library is AI-generated.

Free AI Music Detection
HumanStandard

HumanStandard scores vocals, lyrics and instrumental separately, returns an AI, human or hybrid verdict, and flags copyright derivatives by ISRC match.

Freemium AI Music Detection
Ircam Amplify AI Music Detector

Ircam Amplify's AIMD claims 99% accuracy and under 1% false positives, scanning 250,000 tracks an hour through an API. Access is gated, pricing is not public.

Paid AI Music Detection
UAI by RTM Audio

UAI runs separate vocal and production checks, flags a track only when both agree, and issues a signed certificate bound to the ISRC for every verdict.

Paid AI Music Detection
Cryo Mix

Cryo Mix mixes and masters up to 32 stems in your browser, guided by the Nova AI chat. Unlimited free previews, paid plans from $19/month.

Subscription · from $19 AI Mixing
Forte AI

Forte AI preps your Pro Tools or Logic session with on-device AI: track naming, routing, and stem exports. From €18/month, 7-day free trial.

Subscription · from €18 AI Mixing
Just 4 Noise

Just 4 Noise generates unique kick drum one-shots from a text prompt, as a VST3/AU plugin. One-time price around €79.99, royalty-free output.

One-time · from €79.99 AI Sample Generators
Lemonaide AI

Lemonaide AI generates royalty-free melodies and chords as MIDI and audio for $9.99/month, with artist models trained on consented producer data.

Subscription · from $9.99 AI MIDI Generators
Mozart AI

Mozart AI is a browser DAW with an AI co-producer: generate stems, edit MIDI, master, and release. Free plan available, paid from $10/month.

Freemium · from $10 AI DAWs
SoundBoost

SoundBoost masters your track from a text prompt or Spotify reference in under a minute. Free preview, unlimited plan from $16/month or $48/year.

Freemium · from $16 AI Mastering
Soundverse AI

Soundverse AI generates songs, stems, and AI vocals through a chat agent. Free plan with 1,000 tokens; paid plans add commercial rights.

Freemium · from $9.99 AI Music Generators
SpectraLayers

Steinberg's SpectraLayers 13 unmixes songs, drums, and voices with AI and edits audio as spectral layers. Elements $89.99, Pro $359.99.

One-time · from $89.99 AI Stem Splitters
OneMoreShot AI

OneMoreShot AI turns any song into a beat-synced, lip-synced music video. One of the easiest song-to-video tools, if you let the AI drive.

Freemium AI Music Video Generators
Riffle

Riffle is a free browser music studio where you play, sample, and collaborate live, with a sous chef co-producer. Not a song generator.

Free Online Music Studio
Moises

Moises is the musician's creative suite: stem separation, AI Studio, Voice Studio, chord detection, and practice tools across web, iOS, and desktop. Free tier.

Freemium · from $3.99 AI Stem Splitters
Music AI

Music AI is a professional audio platform for stem separation, voice swapping, mastering, and mixing, sold per minute or on a $25/mo plan. Free tier available.

Freemium · from $25 AI Stem Splitters
ONCE

ONCE is an AI music distribution platform with a chat-based release agent, real-time copyright scanning, and an Artist Compensation Fund.

One-time · from $1 Music Marketing
BandLab

BandLab packs three free AI tools (Songstarter, Splitter, Mastering) into one browser studio. Royalty-free output, $1.99 premium tier for extras.

Freemium AI Music Generators
LANDR

LANDR bundles AI mastering, vocal enhancement (ReHance), and instrumental generation (Layers) — a full creation-to-release stack from the AI mastering pioneer.

Subscription · from $11.99 AI Mastering
AI Fanbase Builder

The AI Fanbase Builder is an AI-powered course that helps artists build a brand, grow social media, and monetize a fanbase — €59 lifetime access.

One-time · from €59 Music Marketing
AudioCipher

AudioCipher turns words into MIDI melodies and chord progressions inside your DAW — plus a MIDI Vault for managing musical ideas. One-time $59.99.

One-time · from $59.99 AI MIDI Generators
Beatoven AI

Beatoven AI composes original, mood-based background music for videos and podcasts — answer a few questions about genre and mood, and the AI scores it.

Freemium AI Music Generators
Donna

Donna creates complete songs with realistic vocals and instruments from a text description — a mobile-first AI music generator with royalty-free output.

Freemium AI Music Generators
LoopLM by Aux

LoopLM by Aux generates unique, royalty-free samples and loops from text prompts — an AI sample generator for producers. Free tier, paid from $4.99/month.

Freemium · from $4.99 AI Sample Generators
Musicfy

Musicfy turns lyrics and vocals into fully produced songs with AI — Text-to-Music and Voice-to-Instrument in one online music studio. Plans from $10/month.

Freemium · from $10 AI Music Generators
Pika

Pika is an idea-to-video AI platform — text and image to video, lip sync, motion effects, and scene editing. For music videos, social clips, ads, and more.

Freemium · from $8 AI Video Generators
RunwayML

RunwayML is a professional AI video platform — Gen-4 video, Aleph editing, Act-Two performance capture. For films, ads, music videos, and commercial production.

Freemium AI Video Generators
Setmixer

Setmixer auto-records live performances at partner venues in studio quality and uses AI to mix them — free for artists and venues, with stem access.

Free AI Mixing
Soundful

Soundful generates royalty-free background music and beats from a mood or genre in seconds — with stem downloads for remixing. Free tier, paid from $5/month.

Freemium · from $5 AI Music Generators
Splash Music

Splash Music lets anyone create original songs with their voice via an Alexa Skill — AI-generated tracks in hyperpop, EDM, phonk, trap, lo-fi, and hip-hop.

Freemium AI Music Generators
Udio

Udio turns text prompts into complete songs with vocals in under a minute — custom lyrics, stem separation, and strong editing control. Free tier available.

Freemium AI Music Generators
Voice Swap

Voice Swap transforms your vocals into the style of professional artist voices using AI — studio-quality vocal conversion from home. Plans from $7/month.

Freemium · from $7 AI Singing Voice Generators
Aimi FM

Aimi FM generates continuous, evolving music streams from licensed artist source material — interactive AI music that adapts to your inputs in real time.

Freemium AI Soundscape Generators
AudioShake

AudioShake's award-winning AI splits any song into vocal, drum, bass, and instrument stems — Indie plans from $20/mo, Live tier for labels and publishers.

Freemium · from $20 AI Stem Splitters
Cassette AI

Cassette AI is a budget-friendly AI music generator with stem separation and MIDI support — paid plans start at $3.99/month, free tier available.

Freemium · from $3.99 AI MIDI Generators
DAACI Natural Drums

DAACI Natural Drums is an AI drum plugin that generates grooves like a session drummer in real time — €99 lifetime, 7-day free trial, works in any DAW.

One-time · from €99 AI MIDI Generators
Delphos

Delphos trains custom AI models on your own music style — generate loops, samples, and full tracks that match your signature sound, DAW-compatible.

Paid AI MIDI Generators
ElevenLabs

ElevenLabs is the leading AI voice platform — realistic voice cloning, text-to-speech in 30+ languages, plus a sound effect generator from text prompts.

Freemium AI Voice Cloning
Endel

Endel generates real-time adaptive soundscapes for focus, relaxation, and sleep — backed by neuroscience and clinical wellness research.

Freemium · from $9.99 AI Soundscape Generators
Fast Limiter

Fast Limiter is Focusrite's AI-powered mastering plugin — analyzes your track and applies optimized bass, transient, and saturation settings instantly.

One-time · from $89.85 AI Mastering
GetSound AI

GetSound AI generates location-aware soundscapes that evolve in real time with weather and context — focus, relaxation, and ambient audio from $9/month.

Freemium · from $9 AI Soundscape Generators
Kaiber

Kaiber Superstudio turns music and prompts into AI-generated music videos, lyric videos, and visuals — plans from $15/month with a free trial.

Subscription · from $15 AI Video Generators
Kits AI

Kits AI generates polished singing voices from your audio — official artist voices, custom clones, royalty-free vocal library, all in the browser.

Freemium AI Singing Voice Generators
LALAL.AI

LALAL.AI splits vocals, instruments, drums, bass, and 10+ stem types with pro-grade AI — web, desktop, mobile, and VST plugin. Free plan + pay-as-you-go.

Freemium · from €8.99 AI Stem Splitters
Magenta Studio

Magenta Studio is Google's free AI plugin suite for Ableton Live — generate melodies, drum patterns, and remix MIDI with open-source ML models.

Free AI MIDI Generators
MasterChannel

MasterChannel offers AI mastering trusted by Grammy producers like Wez Clarke — high-res 192kHz output, free tier, paid plans from $15/month.

Freemium · from $15 AI Mastering
Mubert

Mubert generates royalty-free background music on demand for videos, podcasts, and apps — instant access to thousands of AI-composed tracks.

Subscription AI Music Generators
Mureka

Mureka by Skywork AI uses MusiCoT (Music Chain-of-Thought) to plan song structure before generating — text-to-song with vocal cloning, from $8/month.

Freemium · from $8 AI Music Generators
MusicGen by Meta

MusicGen is Meta's open-source AI music generator — turn text prompts or melody references into high-quality musical compositions, free for anyone.

Free AI Music Generators
Output Co-Producer

Output Co-Producer analyzes your project and suggests perfect samples from a vast library — break creative blocks and finish tracks faster.

Subscription AI VST Plugins
Ozone

Ozone by iZotope is the dominant AI mastering plugin — Master Assistant tunes EQ, compression, stereo width, and loudness inside any DAW in minutes.

Paid · from $19.99 AI Mastering
RipX DAW

RipX DAW separates any song into editable stems and lets you edit audio at the note level — remove pops, change melodies, fully remix mixed tracks.

One-time AI DAWs
Sesh

Sesh splits any song into vocals, drums, bass, and instruments — three free AI stem splitter tools in one browser-based platform.

Freemium · from $19 AI Stem Splitters
Soundraw

Soundraw lets creators generate royalty-free music from simple parameters — genre, instruments, mood, length — and customize structure scene by scene.

Subscription AI Music Generators
Stable Audio

Stable Audio generates professional-quality music from a text prompt in seconds — no music theory or DAW skills required, full commercial use included.

Freemium AI Music Generators
Staccato

Staccato is an AI MIDI generator inside your DAW — type a prompt or upload a clip, get drums, bass, chords, melodies, and full sections in seconds.

Subscription AI MIDI Generators
TwoShot

TwoShot bundles 200,000+ samples with AI sample generation from text, voice, or humming — browser studio and DAW plugin with automated licensing.

Freemium AI Music Generators
Waves Audio

Waves Audio bundles AI mastering, AI vocal enhancement (Voice ReGen), and AI sample generation (ILLUGEN) under one of the industry's most trusted audio brands.

Freemium AI Mastering

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Pricing

Browse tools

All tools 70

Generate Music

AI Music Generators 22 AI Soundscape Generators 3 AI Sound Effect Generators 1 AI Sample Generators 4 AI Instrumental Generators 3 AI MIDI Generators 11

Generate Vocals

AI Voice Cloning 7 AI Singing Voice Generators 5 AI Choir Generators 4

Produce & Record

AI VST Plugins 9 AI DAWs 4 Online Music Studio 3

Fix & Finish

AI Mixing 5 AI Mastering 10 AI Stem Splitters 10 Vocal Enhancers 2

Make Video

AI Music Video Generators 5 AI Video Generators 3

Promote Music

Music Marketing 2

Analyze Music

AI Music Detection 7 Music Data & APIs 1

Latest from the tool desk

Reviews, tutorials, comparisons, and updates from across the AI music toolset.

All articles →

Lunacy launches NOVA, a cloud instrument platform that runs in your browser and your DAW
Today
Suno users are cancelling over v6, and they blame the licensed training data
Today
BandLab's mastering update adds 11 intensity levels and 4 engineer-built presets
2 days ago
Antares put AutoTune Go inside FL Studio, free on every tier including FL Cloud
2 days ago
SoundPatrol launched an AI takedown agent, and every request still needs a human approval
2 days ago
Universal Audio put 4-track stem separation in the free version of LUNA 3.0
2 days ago

Best AI Music Tools · 18
AI Music Tool Tutorials · 38
AI Music Tool Explainers · coming soon
AI Music Tool Comparisons · 4
AI Music Tool News · 190

Frequently asked questions

What are the best AI music tools for independent artists?

It depends on what you're making. For song generation: Suno and Udio. For stem separation: Moises and Lalal.ai. For AI mixing and mastering: iZotope Ozone, Waves, and LANDR. Each category page above ranks the tools I'd reach for first.

Which AI music tools are free to use?

Many tools in this directory have a free tier. Suno and Moises both offer free plans, BandLab bundles free AI mastering and stem splitting, and Mubert generates royalty-free tracks without payment. Every tool page lists current pricing, so check the entry before committing to a subscription.

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Section AI Music Industry
Interviews, analysis, and editorial perspectives
Section AI Music Promotion
AI playbooks to grow your audience

All tools

Neural Frames

RoEx

ElevenMusic

Suno

Cyanite

ACE Studio

Beat Shaper

Controlla

I AM CHOIR

Veena

AHA Music AI Music Detector

AudioAuditor

Deezer AI Music Detector

HumanStandard

Ircam Amplify AI Music Detector

UAI by RTM Audio

Cryo Mix

Forte AI

Just 4 Noise

Lemonaide AI

Mozart AI

SoundBoost

Soundverse AI

SpectraLayers

OneMoreShot AI

Riffle

Moises

Music AI

ONCE

BandLab

LANDR

AI Fanbase Builder

AudioCipher

Beatoven AI

Donna

LoopLM by Aux

Musicfy

Pika

RunwayML

Setmixer

Soundful

Splash Music

Udio

Voice Swap

Aimi FM

AudioShake

Cassette AI

DAACI Natural Drums

Delphos

ElevenLabs

Endel

Fast Limiter

GetSound AI

Kaiber

Kits AI

LALAL.AI

Magenta Studio

MasterChannel

Mubert

Mureka

MusicGen by Meta

Output Co-Producer

Ozone

RipX DAW

Sesh

Soundraw

Stable Audio

Staccato

TwoShot

Waves Audio

Latest from the tool desk

Lunacy launches NOVA, a cloud instrument platform that runs in your browser and your DAW

Suno users are cancelling over v6, and they blame the licensed training data

BandLab's mastering update adds 11 intensity levels and 4 engineer-built presets

Antares put AutoTune Go inside FL Studio, free on every tier including FL Cloud

SoundPatrol launched an AI takedown agent, and every request still needs a human approval

Universal Audio put 4-track stem separation in the free version of LUNA 3.0

Frequently asked questions

What are the best AI music tools for independent artists?