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README.md
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@@ -13,8 +13,14 @@ Try it with [ZFTurbo's Music-Source-Separation-Training](https://github.com/ZFTu
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### Model
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Instruments: [dry, other]<br>
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Finetuned from: `model_mel_band_roformer_ep_3005_sdr_11.4360.ckpt`<br>
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Datasets:
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- Validation datasets: 30 songs from my own collection
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- All random reverbs and delay effects are generated by [this python script](./scripts/create_reverb_delay.py) and sorted into the mustb18 dataset format.
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Metrics: Based on the sdr value of 30 songs for validation.
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```
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Instr dry sdr: 13.1507 (Std: 4.1088)
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Instr dry l1_freq: 53.7715 (Std: 13.3363)
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Instr dry si_sdr: 12.7707 (Std: 4.6134)
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Instr other sdr: 6.8830 (Std: 2.5547)
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Instr other l1_freq: 52.7358 (Std: 11.8587)
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Instr other si_sdr: 5.9448 (Std: 2.8721)
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Metric avg sdr : 10.0169
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Metric avg l1_freq : 53.2536
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Metric avg si_sdr : 9.3577
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```
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### Training log
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Training logs: [train.log](./train.log)<br>
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### Model
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Configs_256_8_4: [config_dereverb-echo_mel_band_roformer.yaml](./config_dereverb-echo_mel_band_roformer.yaml)<br>
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Model_256_8_4: [dereverb-echo_mel_band_roformer_sdr_10.0169.ckpt](./dereverb-echo_mel_band_roformer_sdr_10.0169.ckpt)<br>
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Instr dry sdr: 13.1507, Instr other sdr: 6.8830, Metric avg sdr: 10.0169
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Configs_128_4_4: [config_dereverb-echo_128_4_4_mel_band_roformer.yaml](./config_dereverb-echo_128_4_4_mel_band_roformer.yaml)<br>
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Model_128_4: [dereverb-echo_128_4_4_mel_band_roformer_sdr_dry_12.4235.ckpt](./dereverb-echo_128_4_4_mel_band_roformer_sdr_dry_12.4235.ckpt)
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Instr dry sdr: 12.4235
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Instruments: [dry, other]<br>
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Finetuned from: `model_mel_band_roformer_ep_3005_sdr_11.4360.ckpt`<br>
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Datasets:
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- Validation datasets: 30 songs from my own collection
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- All random reverbs and delay effects are generated by [this python script](./scripts/create_reverb_delay.py) and sorted into the mustb18 dataset format.
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### Training log
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Training logs: [train.log](./train.log)<br>
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