Music & audio / FIUND
Music training data.
Recorded music and production assets scoped around the musical representation and permitted use your project needs.
Training & evaluation · Scope confirmed for your project
SOURCE CONTEXT
Tracks, sources and musical context.
Masters, stems, MIDI and construction-kit parts serve different tasks. Describe which representations need to be connected.
Finished instrumental masters
Music construction kits
Production metadata
Music understanding · Audio evaluation
TECHNICAL BRIEF
Specify the production components.
These are decisions to agree for your collection, rather than specifications assumed across every source.
Master and composition scope
Choose the stage of the recording or production you need. Preserve the distinction between source material, components and finished outputs.
Genre and structure
Specify the subject and participant mix you want represented. A focused sample should reflect the context in which your model will be evaluated.
Asset relationships
Explain which assets or records must connect to one another. Request the identifiers and pairing rules needed to preserve that context.
BEFORE DELIVERY
A defined scope.
A considered handoff.
Evaluate the fit.
Agree what a useful sample must demonstrate, including the source conditions and required relationships.
Confirm the permissions.
Review the intended AI uses, relevant exclusions and documentation for the selected material.
Agree the package.
Specify files, metadata, preparation and acceptance criteria before proceeding with delivery.
START A CONVERSATION
Let’s scope your
data request.
Tell us what your model needs from music training data. We’ll assess the sourcing options and discuss a suitable next step.
Availability and collection terms are confirmed after review.
Frequently asked questions
Are stems and MIDI included with every recording?
No. Original stems, masters, symbolic notes and timing information depend on the production. Request the specific components you need so their availability and relationships can be confirmed.
What should I include in a music training data brief?
Start with your model task and the source material you need. Include master and composition scope, genre and structure, asset relationships so we can assess fit and propose a useful evaluation sample.
When are availability, pricing and permissions confirmed?
After we assess your brief and identify suitable material or a capture scope. Samples, permitted AI uses, preparation and delivery terms are agreed for the proposed collection before a purchase.