No description
295221d1b2
Merge Examples/RL tabs into single unified toolbar across all four UIs. Users can now freely mix supervised learning (Add Example + Train) with RL feedback (thumbs up/down) without switching modes. Param bar dragging is always enabled. Add Web MIDI input module (js/synth/midi-input.js) for external MIDI controllers — routes note on/off to C15 synth, CC 1/2 to joystick. Add gamepad module (js/ui/gamepad.js) with auto-detection, deadzone, and axis normalization across all UIs. Fix synth parameter sync: routeOutputs() now called after trainModel() in onThumbsUp and loadState to prevent stale params on first joystick move. Add separate Clear Examples button (dataset only, keeps weights). |
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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.