External Research Fit Registry

This file maps external papers and projects into the current computational choreography stack. It is research guidance, not an implementation claim. K11 remains the only live Rekordbox command gate. Mac4 Unity, Mac5 reconstruction, rented GPUs, generated video, and raw sensor streams must not send DJ commands directly. | Source | Best role | Runtime lane | Integration priority | |---|---|---|---| | Cosmos + Locate Anything DGX | Synthetic scene and object-grounding forge | Offline or rented GPU | Medium | | ENTHEA | Browser/WebGL visual instrument for Mac4/OBS/NDI | Live visuals only | High | | D4RT | 4D reconstruction and all-pixel tracking from video | Offline reconstruction | High research, medium implementation | | MDA depth ambiguity paper | Boundary-safe depth confidence and flying-point cleanup | Capture/reconstruction QA | High | | MusePose | Pose-to-avatar/video content generator | Offline content/render | Medium | | Magenta RealTime 2 | Local Apple Silicon generative music instrument | Live audio, not DJ safety | High | | DEMON | Controllable music diffusion from LUME control curves | CUDA/cloud audio render, audition before live | Medium-high | | Kinesis | Physiological motion prior and fatigue/plausibility scorer | Offline training/evaluation | Long-term | | MAMMA | Multi-person SMPL-X markerless mocap | Offline reconstruction | Highest strategic reconstruction target | - MDA as depth-confidence logic. - ENTHEA as a visual consumer. - Magenta RealTime 2 as an audio/MIDI consumer. - DEMON only as a later consumer of approved/template-derived control curves. - SAM3D now. - MAMMA next. - D4RT next. - MusePose as preview output. - Cosmos + Locate Anything as synthetic fixture output. - Kinesis as motion-quality scoring. - DEMON request/control-curve manifests for generated audio candidates.