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| # inference_full (for inference on full audio) | |
| python inference_full.py \ | |
| -p checkpoints/denoise.pth \ | |
| -c checkpoints/vox_mss.pth \ | |
| -P checkpoints/dereverb.pth \ # only vox need it | |
| -i test/input \ | |
| -o test/output \ | |
| --device cuda \ | |
| --batch_size 4 | |
| # another example (eight instruments are supported in total) | |
| python inference_full.py \ | |
| -p checkpoints/denoise.pth \ | |
| -c checkpoints/drums_mss.pth checkpoints/drums_mss1.pth \ # use multiple checkpoints for some instruments | |
| -i test/input \ | |
| -o test/output \ | |
| --device cuda \ | |
| --batch_size 4 | |
| # ans (for reproducing our results) | |
| python ans.py -i OrganizersMixture/Vocals/ -o Answer/Vocals/ans --instrument vox | |
| # train (see the original MSRKit repo for more details) | |
| python train.py \ | |
| --config configs/bsmoise/bass_mix_large.yaml | |
| # the following commands are internal functions, just for reference | |
| # eval_plus | |
| python eval_plus.py \ | |
| --target_dir ../../data/MSRBench/Bass/target/ \ | |
| --output_dir output/bsmoise/bass_00230000 \ | |
| --output_file output/bsmoise/bass_00230000.txt | |
| # inference | |
| python inference.py \ | |
| -p logs/denoise/vox/checkpoints/00000010.ckpt \ | |
| -c logs/sw/vox/checkpoints/00000010.ckpt \ | |
| -P logs/dereverb/vox/checkpoints/00000010.ckpt \ | |
| -i OrganizersMixture/Vocals \ | |
| -o Answer/Vocals/default \ | |
| --no-eval | |
| # unwrap | |
| python unwrap.py -i checkpoints/bass_mss.ckpt -o checkpoints/bass_mss.pth |