60 listings

Licensed-data tools

Tools whose makers say training data was licensed or consented. We link the source for each claim.

60 listings

♪ Music — Vocal synthesis

ACE Studio

An AI singing voice workstation that turns MIDI and lyrics into vocal performances.

Tool
✎ Art — Image generation

Adobe Firefly

Adobe's family of generative models for images, vectors and more, available on the web and built into Creative Cloud apps.

Tool freemium licensed data
▲ Games · ✎ Art — Materials

Adobe Substance 3D Sampler

Material authoring software that turns photos into tileable PBR materials, with AI-assisted features like Image to Material.

Tool subscription
▲ Games — Environment generation

Blockade Labs Skybox AI

A tool for generating 360-degree skybox environments from prompts and sketches.

Tool freemium
✎ Art — Image generation

Bria

A visual generative AI platform and API that says its models are trained only on licensed data with attribution to contributors.

Tool licensed data
▲ Games — Animation

Cascadeur

A 3D keyframe animation tool with AI-assisted posing and physics tools for characters.

Tool freemium
✎ Art — Painting app

Clip Studio Paint

A drawing and painting app for comics and illustration that includes AI-assisted features such as auto-colorizing line art and pose detection from photos.

Tool paid
✎ Art — Node-based pipeline

ComfyUI

A node-graph interface for building image (and other media) generation pipelines with diffusion models, run locally or in the cloud.

Tool open-source
✎ Art — Conditioning

ControlNet

A research method and open model set that steers diffusion images with structural inputs such as line art, poses, edges and depth.

Tool open-source
▲ Games — AI characters

Convai

A platform for conversational AI characters with plugins for Unreal Engine and Unity.

Tool freemium
♪ Music — Stem separation

Demucs

An open-source music source-separation model from Meta research that splits songs into vocals, drums, bass and other stems.

Tool open-source
▲ Games · ✎ Art — Texturing

Dream Textures

An open-source Blender add-on that brings Stable Diffusion into Blender for textures, concept art and projection.

Plugin open-source
▲ Games · ♪ Music — Voice & SFX

ElevenLabs

An AI audio platform for text-to-speech voices, voice changing and sound-effect generation.

Tool freemium
✎ Art — Image generation

Fooocus

An open-source, simplified image generator built on Stable Diffusion XL that hides most technical settings.

Tool open-source
✎ Art — Image generation

Getty Images Generative AI

Getty's image generator, trained on its licensed creative library and offered for commercial use.

Tool paid licensed data
✎ Art — Artist protection

Glaze

A free tool from the University of Chicago SAND Lab that adds subtle changes to artwork to disrupt style mimicry by AI models.

Tool free
✎ Art — Canvas generation

Invoke

A creative canvas for diffusion models with layers, regional prompts and inpainting; there is an open-source community edition and a hosted product.

Tool freemium
▲ Games — AI characters

Inworld AI

A platform for real-time AI characters and voice in games, with engine integrations.

Tool
♪ Music — Mixing

iZotope Neutron

A mixing channel-strip plugin with an assistant that listens to a track and suggests EQ, compression and other starting settings.

Plugin paid
♪ Music — Mastering

iZotope Ozone

A mastering plugin suite whose Master Assistant analyzes a mix and proposes a starting chain you can then adjust module by module.

Plugin paid
♪ Music — Audio repair

iZotope RX

Audio repair software and plugins using machine learning for tasks like de-noising, de-clipping and dialogue isolation.

Tool paid
▲ Games — 3D generation

Kaedim

A service that turns images into game-ready 3D models, combining machine learning with human artist review.

Tool
♪ Music — Voice conversion

Kits AI

A voice conversion platform with licensed artist voice models and tools to train your own voice.

Tool freemium
✎ Art — Real-time generation

Krea

A browser-based creative suite with real-time image generation from shapes and drawings, plus enhancing and video tools.

Tool freemium
✎ Art — Painting assistant

Krita AI Diffusion

An open-source plugin that brings Stable Diffusion generation, inpainting and live painting into the free Krita painting app.

Plugin open-source
♪ Music — Stem separation

LALAL.AI

A web and desktop stem-splitter for vocals, instruments and noise.

Tool freemium
♪ Music — Mastering

LANDR Mastering

An online automated mastering service, also available as a plugin, with style and loudness options.

Tool freemium
♪ Music — MIDI generation

Lemonaide

An AI melody and MIDI idea generator for producers, available as a plugin.

Plugin consented data
✎ Art — Image generation

Leonardo.Ai

A web platform for generating and editing images, with a sketch-to-image canvas and model training options.

Tool freemium
♪ Music — DAW

Logic Pro

Apple's DAW, which includes AI-powered Session Players and Stem Splitter alongside a full traditional recording and editing environment.

Tool paid
▲ Games — Game ideation

Ludo.ai

An AI tool for game concept research, ideation and asset generation, including market research on games.

Tool freemium
♪ Music — MIDI tools

Magenta Studio

A free set of MIDI tools from Google's Magenta project for generating, continuing and humanizing patterns, available standalone and for Ableton Live.

Plugin free
✎ Art — Upscaling

Magnific

A web-based upscaler and enhancer that re-imagines detail as it enlarges, with controls for how much it invents.

Tool subscription
▲ Games — 3D generation

Meshy

A text- and image-to-3D model generator with texturing, exporting to common formats and DCC tools.

Tool freemium
✎ Art — Image generation

Midjourney

A subscription image-generation service known for stylized output, used via its website and Discord.

Tool subscription
♪ Music — Practice & stems

Moises

An app for musicians that separates stems, detects chords and tempo, and helps with practice.

Tool freemium
♪ Music — Real-time timbre transfer

Neutone

A plugin host for running real-time AI audio models, such as timbre transfer, inside a DAW.

Plugin free
✎ Art — Artist protection

Nightshade

A free University of Chicago tool that alters images so models trained on them without consent learn distorted concepts.

Tool free
▲ Games — Digital humans

NVIDIA ACE

NVIDIA's suite of technologies for building AI-driven digital characters, including speech and facial animation.

Tool
✎ Art — Inpainting

Photoshop Generative Fill

A Firefly-powered feature inside Photoshop that adds, removes or extends parts of an image from a text prompt within a selection.

Plugin subscription licensed data
♪ Music — Album

PROTO (Holly Herndon)

Holly Herndon's 2019 album made with a human vocal ensemble and Spawn, an AI she built with Mat Dryhurst and Jules LaPlace and trained on their own community's voices.

Hybrid Showcase consented data Unverified
▲ Games — Game prototyping

Rosebud AI

A browser platform that builds playable game prototypes from text descriptions.

Tool freemium
▲ Games — Game art generation

Scenario

A platform for generating game art where studios can train custom models on their own art style.

Tool
✎ Art — Textile installation

Sender Unknown (Aziza Kadyri, V&A)

A V&A South Kensington commission (on until 10 January 2027) in which a bespoke AI model proposed new suzani-style symbols that women artisans in Nurota, Uzbekistan, then embroidered by hand.

Hybrid Showcase Unverified
✎ Art · ▲ Games — Workflow

Sketch → ControlNet → paint-over

Draw a rough sketch by hand, use it as a ControlNet line-art input to explore lighting and color, then repaint the chosen version by hand.

Workflow
♪ Music — Mixing

sonible smart:EQ

An EQ plugin that analyzes a track and proposes a corrective curve, with group processing across multiple tracks.

Plugin paid
✎ Art — Image generation

Stable Diffusion web UI (AUTOMATIC1111)

A widely used open-source browser interface for running Stable Diffusion models locally, with a large extension ecosystem.

Tool open-source
♪ Music — Spectral editing

Steinberg SpectraLayers

A spectral audio editor with AI-driven unmixing of voices, drums and other sources, plus hands-on spectral painting tools.

Tool paid
♪ Music · ▲ Games — Workflow

Sung guide → vocal synth → comp

Sing a guide melody yourself, program harmonies or alternate voices in a vocal synth, then comp and mix them with the real take.

Workflow
♪ Music — Song generation

Suno

A text-to-song service that generates full tracks with vocals from prompts and lyrics.

Tool freemium
♪ Music — Synthesis

Synplant 2

A synth plugin from Sonic Charge whose Genopatch feature listens to a sample and grows synth patches that resemble it.

Plugin paid
♪ Music — Vocal synthesis

Synthesizer V

Dreamtonics' singing voice synthesis software, using voice databases built from recorded singers.

Tool freemium consented data
✎ Art — Upscaling

Topaz Gigapixel

Desktop and plugin software from Topaz Labs that enlarges images using AI models while trying to keep detail.

Tool paid
▲ Games — 3D generation

Tripo

A text- and image-to-3D model generator aimed at game and 3D artists.

Tool freemium
♪ Music — Song generation

Udio

A web service that generates music and vocals from text prompts.

Tool freemium
▲ Games — Engine assistant

Unity AI

Unity's AI features built into the Unity Editor for assistance, asset generation and in-editor help.

Tool
✎ Art — Sketch to render

Vizcom

A tool for industrial and product designers that turns hand sketches into rendered images and 3D-like visuals.

Tool freemium