Zinstrel directory · 137 listings
Creation Tools
Software for generating, editing, mixing and releasing AI music.
137 results
Remix & interactive listening
A Vinyl Bar in Shibuya
Playful listening apps that behave like records.
Voice & vocals
ACE Studio
AI singers and instruments you edit note by note, like a DAW.
Music generation
ACE-Step
An open-source full-song model you can run on your own computer.
Visuals & cover art
Adobe Firefly
Adobe's commercially safe image and video generation, now a hub for partner models too.
Discovery & streaming
AIPlay
The livestream home for AI music listening parties and showcases.
Music generation
AIVA
A veteran AI composer for cinematic and orchestral scoring.
Distribution
Amuse
Distributor with royalty advances, an AI upload cap and a costly exit.
Discovery & streaming
Artifonic
A streaming service with a 100% AI-generated catalog where every release declares the model that made it.
Detection & provenance
Audible Magic
Veteran content ID that fingerprints AI songs at the moment they're made.
Stems & editing
AudioShake
Pro-grade stem separation that labels, publishers and studios use.
Distribution
Bandcamp
Direct-to-fan sales, and a platform that has banned generative AI music.
Mixing & mastering
BandLab Mastering
Free AI mastering built into BandLab.
Production & DAW tools
BandLab SongStarter
Free AI idea-starters inside BandLab's free social DAW.
Music generation
Beatoven.ai
Fairly Trained background scores that follow a video's emotional arc.
Music generation
Boomy
One-click songs you can release to streaming services.
Detection & provenance
C2PA Content Credentials
The open standard for labeling how media was made.
Distribution
CD Baby
The strictest major distributor on AI: human-led music only.
Writing & prompting
ChatGPT
OpenAI's assistant, widely used for lyrics, concepts and prompts.
Writing & prompting
Claude
Long-form lyric, concept and prompt work.
Mixing & mastering
CloudBounce
Fast, genre-profiled AI mastering in the cloud.
Production & DAW tools
Compoxer
Prompts become editable MIDI melodies, not finished songs.
Mixing & mastering
Cryo Mix
Mix and master by chatting with Nova, an AI engineer.
Detection & provenance
Deezer AI Detection
The streaming service that tags AI music, and now sells its detector.
Music generation
Delphos
Train your own AI music generator on your stems, then compose, loop and remix instrumentals you fully own.
Stems & editing
Demucs
The open separation model behind many stem splitters.
Distribution
DistroKid
Get releases onto streaming services.
Stems & editing
djay Neural Mix
Algoriddim's real-time stem separation for DJs on phone, tablet and desktop.
Voice & vocals
ElevenMusic
Licensed-data music generation from the leader in AI voice.
Mixing & mastering
eMastered
One-click, streaming-ready masters, co-founded by Grammy-winning engineers.
Voice & vocals
Emvoice
Type lyrics and notes, get a realistic sung vocal in your DAW.
Music generation
Endel
Personalized, never-ending soundscapes for focus, sleep and calm.
Stems & editing
Fadr
Free stems, MIDI and remixing in the browser.
Production & DAW tools
FL Studio
The beatmaker's DAW, with an in-app AI assistant and cloud tools.
Writing & prompting
Gemini
Google's assistant, with music, image and video generation built in.
Music generation
Google Flow Music
Google's full-song studio running Lyria 3.5, built on the team and product formerly known as Riffusion and Producer.ai.
Video
Google Veo
Google DeepMind's video model, with native audio, via Flow and Gemini.
Video
Hailuo
MiniMax's fast, affordable video generator, popular for music visuals.
Video
Hedra
Lip-synced, expressive characters from a single image and audio.
Video
Higgsfield
Cinematic camera moves and a hub for top video models.
Voice & vocals
Holly+
Holly Herndon's open AI voice twin, the landmark artist-owned voice model.
Production & DAW tools
Hookpad Aria
A songwriting sketchpad that suggests chords and melodies.
Detection & provenance
Humanable
A human-made trust mark for AI-free music.
Detection & provenance
HumanStandard
The detector that cracked the "RUBBERZ" case.
Music generation
Hydra II
Rightsify's generator, trained on a million-song catalog it owns.
Visuals & cover art
Ideogram
Image generation that gets text right, ideal for cover art with titles.
Detection & provenance
Ircam Amplify AI Detector
Enterprise-grade AI music detection at catalog scale.
Mixing & mastering
iZotope Neutron
An AI mix assistant that builds a processing chain for each track.
Mixing & mastering
iZotope Ozone
The industry-standard mastering suite, now with stem-level EQ.
Stems & editing
iZotope RX
The pro standard for AI audio repair.
Voice & vocals
Jammable
Community voice models for AI covers (formerly Voicify).
Music generation
JEN
Fairly Trained text-to-music from Futureverse, built for commercial-safe tracks.
Video
Kaiber
Audio-reactive visuals, born from music videos.
Voice & vocals
Kits.ai
Royalty-free AI voice models, voice cloning and vocal conversion for producers.
Discovery & streaming
KIVIO
Instagram-meets-Spotify for AI musicians.
Video
Kling
Cinematic text- and image-to-video for music video scenes.
Music generation
KorinAI
AI songs sung natively in Yoruba, Igbo and Nigerian Pidgin.
Mixing & Mastering
Lalal.ai
Stem separation and cleanup
Stems & editing
LALAL.ai
Clean stem splits, vocal removal and audio cleanup.
Mixing & mastering
LANDR
The original AI mastering service, now a full kit with distribution, plugins and samples.
Production & DAW tools
Lemonaide
AI melody seeds built for beatmakers.