Extra scripts, latex files, etc. relating to https://github.com/sevagh/xumx-sliCQ
The subcomponents of xumx_slicq_extra are:
- diagrams.svg: used to create diagrams for https://github.com/sevagh/xumx-sliCQ and https://github.com/sevagh/nsgt
- latex: latex files for reports, presentations, and Master's thesis
- matlab: MATLAB scripts for reproducing thesis spectrograms (STFT, CQT, etc.) and misc. plots
- misc_scripts: misc scripts for converting Periphery stems into a MUSDB18-compatible dataset (not used in xumx-sliCQ)
- mss_evaluation: scripts for oracle (mix-phase, IRM/IBM, etc.) evaluations of the sliCQ, vendored tools from sigsep (musdb, museval, etc.), vendored code for the original Open-Unmix/UMX and Sony X-UMX, pretrained models for umxhq and xumx, and the evaluation and boxplot scripts
- nsgt_spec_plotter: Python scripts for reproducing thesis sliCQT spectrograms
- sliceq22-ideas: 🧠 ideas for the next demixing challenge that build on xumx-sliCQ
- umx_experiments: a scrapyard of many, many variants of umx with the sliCQ that I tried to make work with the aim of submitting them to the AICrowd Sony ISMIR 2021 Music Demixing Challenge
The 3-way evaluation to show xumx-sliCQ's performance is reported in the xumx-sliCQ repo, and repeated here:
| Project name | Paper | Repo | Pretrained model |
|---|---|---|---|
| Open-Unmix, UMX | Stöter, Uhlich, Liutkus, Mitsufuji 2019 | https://github.com/sigsep/open-unmix-pytorch | https://zenodo.org/record/3370489 (UMX-HQ) |
| X-UMX, CrossNet-OpenUnmix | Sawata, Uhlich, Takahashi, Mitsufuji 2020 | https://github.com/sony/ai-research-code/tree/master/x-umx | https://nnabla.org/pretrained-models/ai-research-code/x-umx/x-umx.h5 |
| xumx-sliCQ (this project) | n/a | https://github.com/sevagh/xumx-sliCQ | https://github.com/sevagh/xumx-sliCQ/tree/main/pretrained-model |