|
--- |
|
license: cc-by-nc-sa-4.0 |
|
--- |
|
|
|
You can try listening to the performance of this model [here](./example_audio) |
|
|
|
How to use the model?<br> |
|
Try it with [ZFTurbo's Music-Source-Separation-Training](https://github.com/ZFTurbo/Music-Source-Separation-Training) |
|
|
|
Description: The model is used to separate aspiration, which will be useful for mixing to some mixrs.<br> |
|
Instruments: aspiration, other<br> |
|
Dataset: My own datasets(117 songs for training and 17 songs for validation).<br> |
|
Metrics: Based on the SDR of 17 songs for validation.<br> |
|
Finetuned from: `model_mel_band_roformer_ep_3005_sdr_11.4360.ckpt`<br> |
|
Configs: [config_aspiration_mel_band_roformer.yaml](./config_aspiration_mel_band_roformer.yaml) |
|
|
|
Model: [aspiration_mel_band_roformer_sdr_18.9845.ckpt](./aspiration_mel_band_roformer_sdr_18.9845.ckpt)<br> |
|
Epoch: 123<br> |
|
Instr SDR aspiration: 9.8554<br> |
|
Instr SDR other: 28.1136<br> |
|
SDR Avg: 18.9845<br> |
|
|
|
Model: [aspiration_mel_band_roformer_less_aggr_sdr_18.1201.ckpt](./aspiration_mel_band_roformer_less_aggr_sdr_18.1201.ckpt)<br> |
|
Epoch: 27<br> |
|
Instr SDR aspiration: 9.0704<br> |
|
Instr SDR other: 27.1699<br> |
|
SDR Avg: 18.1201<br> |
|
|
|
Training logs: |
|
 |
|
|
