Hear and control the output
Connect audio or MIDI output to a playable interface. Reuse audio and MIDI input, playback, parameter controls, presets, meters, and scopes.
See the interface controls
Reuse the parts around your method.
Work with musical data
Read and write MIDI, transform notes, chords, and rhythms, and display results in piano rolls or notation. Symbolic provides reusable music representations and conversions.
Explore SymbolicRun model jobs
For supported models, reuse generation jobs with progress, cancellation, seeded variations, and audio export. We can assess and build the adapter your model needs.
Check rendered audio
Render test inputs offline and measure peak and RMS levels, clipping, discontinuities, and parameter changes. Compare outputs across versions and benchmark processing time.
A runnable project with setup notes and checks.
Bring your code or demo and name the setup you need: a browser demo, a local experiment, or an integration in your existing application. We agree the inputs, controls, outputs, and checks, then connect the relevant tools.
The handover includes the agreed source, a runnable example, dependency and setup instructions, and test results with any runtime limits.
Read the developer guidesOur own research
We run research of our own.
Text-to-Kit, our method and benchmark for generating playable drum kits from text, is accepted at ISMIR 2026. We are also exploring controllable MIDI generation, musical agents that play alongside musicians, and repeatable evaluation across browsers, plugins, and devices.
See our research projectsYou might also like to learn
Explore audio models, musical representations and live interaction through free guides.
Audio programming · Free guides · Learn at your own pace
Build the effect you're missing
Write, test and refine a small audio effect with a clear musical purpose.
Explore the learning track
What an audio model learns
Training, inference and why a model's output is an estimate
Read the guide
How models see audio
Waveforms, spectrograms, latents and tokens
Read the guide
Playing with a model live
Latency, listening and taking turns with a generative bandmate
Read the guide
Get the book
Keep the guides beside your next project. Read the free book at your own pace, with links to try the experiments online.
Download the free bookFAQ
Working with your code
What are you spending time wiring together?
Share your method, current stack, and the playback, interface, or testing work you need. We’ll identify the tools you can reuse and the integration work required.
Sign in to submit the brief.