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Ethical AI · VST/AU · One-time purchase

AI plugins. No subs. No cloud.

Five AI audio plugins for your DAW — Emergent Drums, Interloper, Humanize, Deep Sampler, Infinite Packs. Buy once. Own forever. Royalty-free. Trained ethically.

Get Audialab → See the rack
BUNDLE ~$99 sale Any DAW 30-day refund
How It Works

Buy once. install in any DAW. Generate forever.

No license server pinging home, no subscription emails, no surprise pricing bumps. The plugins live on your drive and process locally.

01 — Purchase

Pick a plugin or grab the bundle

Buy Emergent Drums, Interloper or Humanize individually — or the Everything Bundle for the lot, including future releases. Deep Sampler 2 is free, no signup. Audialab runs a recurring 50% site-wide sale that knocks the bundle down to around $99.

● 30-day money-back guarantee
02 — Install

Drag into your DAW. Any DAW.

The plugins ship as VST3 and AU on Mac & Windows. They run in Ableton, FL Studio, Logic Pro, Reaper, Pro Tools, Studio One, Bitwig — anywhere a modern plugin format loads. No proprietary DAW lock-in.

● VST3 · AU · Mac · Windows
03 — Generate

Local processing, royalty-free output

Audio is generated on your machine through the Audialab Engine. Output is yours to use commercially with no further licensing. Drag generated sounds straight onto tracks, save them as part of your project.

● WAV · royalty-free · ethical training
Signature feature · Five plugins, one bundle

Five plugins. One payment. no subs.

Most AI music platforms gate every feature behind a recurring monthly fee. Audialab ships five distinct VST/AU plugins — each focused on a single sound-design job — and you can buy them individually or take the Everything Bundle for everything they've shipped plus everything they ship next.

The killer feature isn't any single plugin — it's the economic model. One payment, lifetime access, royalty-free output, runs locally, works in any DAW. In a market where every competitor wants $10–30/month forever, Audialab's stance is the differentiator.

They also co-founded ethicaluse.org to publish standards for ethical AI training in creative tools. Worth reading if you care about where the training audio came from.

Who It's For

Built for producers who'd rather own than rent.

Audialab isn't a one-prompt song generator. It's a set of focused sound-design plugins for producers who already work inside a DAW and want AI baked into their existing chain.

P

Producers

Drop Emergent Drums onto a track, generate a kick that fits your mix, drag it onto the timeline. Continue the session without leaving the DAW.

B

Beatmakers

Custom 808s, snares and hats generated to taste. Combine Creamy and Crunchy models for layers that don't sound like everyone else's Splice pack.

S

Sound designers

Interloper for textures, Humanize for natural variation, Deep Sampler for text-to-sound exploration. A full toolkit for original sonic identity.

F

Film & game audio

Royalty-free, ethical-AI output means no licensing concerns down the line. Generate textures, foley elements, ambient layers locally — no cloud risk.

Features

What you get across the rack.

Every plugin shares the same backbone — Audialab Engine for local inference, ethical training data, and royalty-free output.

Core

Local AI processing via the Audialab Engine.

Models run on your CPU through the shared Audialab Engine runtime. After the initial download, most generation happens locally — earlier versions required an internet connection for sample generation, which frustrated some users. That has largely been resolved in current builds.

Pricing

One payment, lifetime use

No recurring subscription. Buy a plugin, it's yours. Sale prices recur often.

Deep Sampling

Drag a sample, generate variations

Feed Emergent Drums any sound, set similarity, get unlimited variations.

DAW format

VST3 · AU · any host

Ableton, FL, Logic, Reaper, Pro Tools, Studio One, Bitwig — works everywhere.

Ethical training

Transparent training data

Co-founder of ethicaluse.org. Training corpus disclosed, no scraped IP.

Royalty-free

Output is yours forever.

Whatever the plugins generate is yours to release, sync, sell or license. No recurring rights fees, no per-track clearances, no surprise claims after the track charts.

Honest Comparison

Where Audialab wins — and where it doesn't.

Different model from most AI music tools. Audialab sells plugins, not subscriptions. That's a strength for some workflows and a weakness for others.

Audialab Splice Suno iZotope
Pricing modelOne-timeSubscriptionSubscriptionBoth
Works in any DAW (VST/AU)YesPlugin liteNoYes
Local processingMostlyNoNoYes
AI sample generationYesLibrary onlySongs onlyNo
Ethical training dataDisclosedUnclearDisputedIn-house
Bundle / multi-productYes (5)NoNoYes
Generate full songsNoNoBest-in-classNo
Pricing & features verified June 2026 from publisher pages.
From the Community

What producers say after a year on the rack.

★★★★★
I bought Emergent Drums 2 on the 50% off sale a year ago. The Crunchy model is in basically every track I've finished since. Picked up Humanize on the next sale. The fact that I'm not paying $30 a month forever is the part that actually changed my workflow.
T
Theo M.
Electronic producer · NYC
★★★★★
Honest review: early Audialab required internet to generate samples — that drove me nuts. They've largely fixed it, but old habits stick. Documentation is sparse, the Discord is the real manual. Interloper's still finding its identity. Strong tools when they work, but not a polished commercial experience.
K
Kira N.
Sound designer · Berlin
★★★★★
The ethical-AI angle was the deciding factor for me. I score for indie films and I needed to know the training data wasn't going to come back as a lawsuit two years later. Audialab publishes their stance and co-founded ethicaluse.org. That's not marketing — that's accountability.
M
Marcel A.
Film composer · Montreal
The Story

A plugin company in a subscription world.

Audialab started with a contrarian thesis: the AI-music boom was rushing toward SaaS subscription models, scraped training data, and cloud-only inference — and producers were going to hate all three. The first product, Emergent Drums, shipped as a regular VST plugin that you paid for once. The training corpus was disclosed. The processing happened mostly locally. Royalty-free output was non-negotiable.

Emergent Drums 2 followed with two distinct sonic models — the polished "Creamy" and the distorted "Crunchy" — plus Deep Sampling, where you drop a sound into the plugin and ask the model to generate variations along a similarity slider. Humanize, Deep Sampler 2 (free), Interloper and Infinite Packs filled out the rack. The team co-founded ethicaluse.org to push for transparent standards in AI training across the creative software industry.

It's worth being honest about the gaps. Early builds required an internet connection for sample generation, which felt like a betrayal of the local-processing promise — that's largely been fixed in current versions, but the reputation took time to recover. Documentation is thin; the Discord community fills the gap. The team is small, so feature requests move at the team's pace, not the customer's. Interloper, the flagship, is still finding its identity in marketing copy. Infinite Packs lives on the web in alpha for now, with a VST/AU version "around $249" still on the roadmap.

If you want full-song generation, Suno is the right tool. If you want a million stock samples for the lowest monthly fee, Splice is right. Audialab is right when you want a small set of focused AI sound-design plugins that live on your drive forever, work in your existing DAW, and don't pull you onto a renewal treadmill.

FAQ

Questions, answered.

Is Audialab really one-time purchase, no subscription?

Yes. Buy a plugin or the bundle, it's yours forever. There's no recurring monthly charge, no license server check-in past activation, no "you stopped paying so the plugin stopped working" trap. New major versions occasionally launch with an upgrade price for existing customers, but the version you bought keeps working indefinitely on supported operating systems.

Which DAWs does Audialab work in?

The plugins ship as VST3 and AU on macOS and Windows. That covers Ableton Live, FL Studio, Logic Pro, Reaper, Pro Tools, Studio One, Bitwig, Cubase, and any other modern DAW that loads VST3 or AU plugins. There's no proprietary host requirement like Magenta Studio's Ableton-only Max for Live limitation.

Does it really run locally, or do I need internet?

Honest answer: mostly local, with a caveat. Earlier versions of Emergent Drums and other Audialab plugins required an internet connection for sample generation, which frustrated a lot of users. Current versions process most generation tasks locally through the Audialab Engine. Some features and the initial download/activation still need internet. If "fully offline forever" is a hard requirement for you, double-check the current product page before buying.

What's the Everything Bundle actually include?

The Everything Bundle gives you all currently-shipped Audialab plugins — Emergent Drums 2, Interloper, Humanize, and access to Deep Sampler 2 — plus, importantly, anything Audialab ships in the future at no additional cost. Infinite Packs, when it launches as a VST/AU around $249, is included for bundle owners. On the recurring 50% sale, the bundle drops to around $99, which is less than the standalone prices of two products combined.

How does ethical AI training apply here?

Audialab discloses the broad makeup of its training corpus and avoids the scraped-from-the-internet approach common in other AI audio tools. The team co-founded ethicaluse.org to publish standards for the creative-software industry. This isn't a guarantee against all possible legal questions in a fast-moving field, but it's substantially more transparency than most competitors offer, which matters for producers releasing commercially or scoring for film/games.

Can I use the output commercially?

Yes. Output from any Audialab plugin is royalty-free for commercial use — streaming releases, sync placements, sample packs, beat marketplaces, film and game audio. There are no per-track clearances and no after-the-fact rights claims. The one-time purchase covers commercial use indefinitely.

How big is the team and how fast do updates ship?

Audialab is a small team, which has trade-offs. The upside is that the Discord community has direct access to the developers — feature requests get heard, bugs get logged, and the team engages personally. The downside is that updates move at small-team pace, not commercial-product pace. Don't expect monthly feature releases. Major versions of plugins are often a year or more apart.

What about the 30-day money-back guarantee?

Audialab offers a 30-day money-back guarantee on paid plugins. If a tool doesn't fit your workflow, you can request a refund within 30 days of purchase and get your money back. The free Deep Sampler 2 is a low-risk way to try the technology and decide whether the paid products are worth your money before any purchase.

Own your tools. Generate locally. Stop renting your sound.

Five AI plugins. One bundle. One payment. Royalty-free output. Any DAW. No subs.

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Audialab
5 plugins · one-time · ~$99 sale
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