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6f6a334529
Adds a secondary Synth mode (toggled via collapsible left side panel) where the NISPS ML engine's 20 outputs control curated C15 synthesizer parameters (oscillator PM, shapers, filters, reverb, echo, flanger, output mixer) through a WASM AudioWorklet bridge. Includes a chord progression arpeggiator with controls for tempo (BPM), octave range, octave offset, and 4 selectable progressions. The C15 engine runs in an AudioWorklet with lock-free SharedArrayBuffer ring buffer communication. New files: c15/ (WASM assets), js/synth/ (bridge, arpeggiator, param map), serve-coop.py (COOP/COEP headers for SharedArrayBuffer support). |
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|---|---|---|
| .beads | ||
| .vscode | ||
| data | ||
| modes | ||
| nisps-core | ||
| playground | ||
| src | ||
| voicespaces | ||
| .gitignore | ||
| .gitmodules | ||
| AGENTS.md | ||
| ChannelStripAudioApp.hpp | ||
| CLAUDE.md | ||
| IMLInterface.hpp | ||
| LICENSE | ||
| MEMLNaut-NISPS.ino | ||
| NISPS_CORE_EXTRACTION_PLAN.md | ||
| NISPS_CORE_TASKS.md | ||
| PAFSynthAudioApp.hpp | ||
| README.md | ||
| ThruAudioApp.hpp | ||
| XiasriAnalysis.cpp | ||
| XiasriAnalysis.hpp | ||
| XIASRIAudioApp.hpp | ||
Neural Interactive Shaping of Parameter Spaces
https://musicallyembodiedml.github.io/memlnaut/approaches/nisps
Web Playground
Try NISPS in your browser — no hardware required:
cd playground
python3 -m http.server
# Open http://localhost:8000
Train a neural network to map joystick positions to generative visuals through interactive machine learning. Two learning modes: direct example mapping and reinforcement learning with thumbs up/down feedback.
The playground UI includes an Expand toggle on the visual surface so you can make the canvas nearly full-screen while compressing parameter/control panels into a minimal strip beneath it.