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w1n5t0n 43e066484b docs(playground): add comprehensive control surface spec
Design spec for input zoom, compound control axes, pinning system,
exploration noise controls, and visualization enhancements. Covers
the full parameter inventory with implementation phases and open
design questions for experimentation.
2026-03-24 21:38:33 +02:00
.beads fix(playground): resize canvas when switching output modes in Design B (meml-2c3) 2026-03-22 01:07:52 +02:00
.vscode memlnautmodes, channelstrip 2025-11-19 15:17:37 +00:00
data view order 2025-11-04 17:35:24 +00:00
modes verbfx freeverb 2026-03-18 16:29:54 +00:00
nisps-core fix: audit and fix nisps-core extraction issues 2026-02-08 18:01:48 +01:00
playground docs(playground): add comprehensive control surface spec 2026-03-24 21:38:33 +02:00
src memlib 2026-03-18 16:30:19 +00:00
voicespaces bypass toggle colours 2025-12-10 17:35:48 +00:00
.gitignore bd init: initialize beads issue tracking 2026-03-13 18:57:30 +02:00
.gitmodules Changed gitmodules to https 2025-04-29 10:21:43 +01:00
AGENTS.md fix(beads): use independent MEMLNaut-NISPS database, separate from shared beads_src 2026-03-04 23:45:35 +00:00
ChannelStripAudioApp.hpp stereo channel strip 2026-01-13 08:23:01 +00:00
CLAUDE.md feat(playground): add tiered synth parameter preset system 2026-03-23 00:50:56 +02:00
IMLInterface.hpp speed optim, no clicking 2025-05-07 23:58:06 +01:00
LICENSE Initial commit 2025-04-10 14:17:18 +01:00
MEMLNaut-NISPS.ino verbfx freeverb 2026-03-18 16:29:54 +00:00
NISPS_CORE_EXTRACTION_PLAN.md fix: audit and fix nisps-core extraction issues 2026-02-08 18:01:48 +01:00
NISPS_CORE_TASKS.md add nisps-core extraction task graph 2026-02-08 17:03:40 +01:00
PAFSynthAudioApp.hpp memlnautmodes, channelstrip 2025-11-19 15:17:37 +00:00
README.md playground: add expandable visual mode and docs 2026-02-14 08:47:47 +00:00
ThruAudioApp.hpp refactoring interface into modes 2025-11-24 11:29:33 +00:00
XiasriAnalysis.cpp xiasri latest, and channel strip changes for 4D input 2025-12-10 16:40:00 +00:00
XiasriAnalysis.hpp refactoring interface into modes 2025-11-24 11:29:33 +00:00
XIASRIAudioApp.hpp xiasri latest, and channel strip changes for 4D input 2025-12-10 16:40:00 +00:00

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.