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Browser-side OSCOutput module sends parameter values over WebSocket to a companion Deno bridge script that converts them to OSC/UDP messages. Enables controlling SuperCollider, Max/MSP, Pure Data, TouchDesigner, or any OSC-capable software from the NISPS playground. - Browser module (js/synth/osc-output.js): WebSocket client with auto-reconnect, throttle (~20fps), and dead-zone filtering - Deno bridge (osc-bridge/bridge.ts): zero-dependency, compiles to standalone binaries via deno compile for Linux/macOS/Windows - Test receiver (osc-bridge/test-receive.ts): terminal dashboard showing live OSC parameter values with bar charts - OSC pill button in floating bar for quick connect/disconnect - Help modal section with platform-aware download, setup guide, and examples for SuperCollider/PD/Max - GitHub Actions workflow for cross-platform binary builds - OSC sends in both visual and synth modes |
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|---|---|---|
| .beads | ||
| .github/workflows | ||
| .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.