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Phase 8 — Companion webapp bridge: - NISPS-FORMAT.md: full .nisps JSON schema with validation rules - Webapp iml.js: exportState() / importState() with bias handling - osc_server.hpp: minimal UDP OSC server (cross-platform, no deps) - VCV module: OSC toggle + port selection in right-click menu - osc-client.js: WebSocket client with auto-reconnect - Bridge scripts updated for bidirectional VCV↔webapp relay Phase 9 — Panel layout variants: - MEMLNaut.svg: 30HP standard panel (matches widget positions) - MEMLNaut-wide.svg: 44HP with expanded display and 8 input slots - MEMLNaut-expander.svg: 8HP with 6 extra inputs and LINK LED Phase 10 — Polish & distribution: - README.md: 267-line user guide (install, quick start, RL workflow, presets, OSC, technical details) - BUILDING.md: build prerequisites, SDK setup, local install - Makefile.dist: platform-stamped zip packaging - SPEC.md: performance characteristics (1060 MADs/pass, ~46KB/instance) - SPEC.md: v1 compatibility assessment (v2-only recommended) |
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|---|---|---|
| .beads | ||
| .github/workflows | ||
| .vscode | ||
| data | ||
| modes | ||
| nisps-core | ||
| playground | ||
| src | ||
| vcv | ||
| 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.