Academy / Stable Audio Ladder / Level 3

Stable Audio Professional AI Music Production

Level 3 is about consequences rather than technique. Twelve sessions cover the professional optimization layer, running the open-weight models on hardware you own, LoRA fine-tuning on your own catalogue, the Community and Enterprise licence architecture and the one-million-dollar threshold, royalty stacking, advanced sync and the distribution screening reality, sound libraries as products, the full MWHQ stack, teaching your method, brand partnerships, scaling the catalogue, and a sustainability and legacy framework for year three.

Run It on Your Own Hardware

Three of the four models are open weights. Students learn what runs on CPU, what needs a GPU, which runtime to choose, how to calculate their own crossover point, and the commercial self-hosting agreement that sits between downloading and deploying.

Train the Model on Your Sound

LoRA fine-tuning is documented and supported for Small and Medium. A producer's real asset is a recognisable sound — this is how that becomes generative infrastructure you own. Almost nobody in the category is doing it yet.

Know Your Licence Position

Community, Creator and Enterprise, the $1M revenue threshold measured on company revenue, what indemnification actually buys, and why platform intake screening is a separate question from owning your output.

What You'll Cover

Deployment, ownership, and the business built on both.

The 12 sessions run in deliberate sequence: professional optimization with multi-profile prompt architecture, running local through ComfyUI and the Gradio reference app, LoRA fine-tuning, the licensing architecture, publishing and royalty stacking, advanced sync and placement strategy, the sound library as a saleable product, the full MWHQ stack as one integrated workflow, teaching your method as a revenue line, brand partnerships, scaling the catalogue, and sustainability and legacy.

This level produces documents more than audio, deliberately. The deliverables that change outcomes at this stage are a written licence position statement, a local-versus-hosted crossover calculation, a LoRA specification, a completed royalty audit, a twenty-four month roadmap, and a Legacy Statement.

Where This Level Fits

The end of the ladder, and the start of an operation.

Level 3 operates on the assets Levels 1 and 2 produced — a catalogue, a library, provenance records, routing rules and a production template. Students arrive with those and leave running a business that does not depend on any single platform, client, or channel continuing to exist.

Sir Leslie writes here as a producer and educator, not as an attorney or financial adviser. The licensing and revenue material is orientation, and the level states plainly throughout that qualified counsel should review current terms against your actual plans.

Access & Pricing

Simple one-time purchase. Ongoing value.

Level 3 follows the same Academy pricing standard used across all live ladders.

Public

$299 one-time purchase with lifetime access.

Pro

Use the Pro Workshop Discount at checkout to reduce the price to $249.

All Access

Use the All Access Workshop Discount at checkout to reduce the price to $199.

Next Step

Build something that is still yours in twenty years.

The tools change every few years and each time a group of people decide the new tool has made the old discipline unnecessary. It never has. Own your material. Know your licence. Keep your records. Put your own hands on the work. Level 3 is that discipline, applied to a platform that was actually built to support it.