Sucial/

Aspiration_Mel_Band_Roformer

You can try listening to the performance of this model here

How to use the model?
Try it with ZFTurbo's Music-Source-Separation-Training

Description: The model is used to separate aspiration, which will be useful for mixing to some mixrs.
Instruments: aspiration, other
Dataset: My own datasets(171 songs for training and 17 songs for validation).
Metrics: Based on the SDR of 17 songs for validation.
Finetuned from: model_mel_band_roformer_ep_3005_sdr_11.4360.ckpt
Configs: config_aspiration_mel_band_roformer.yaml

Model: aspiration_mel_band_roformer_sdr_18.9845.ckpt
Epoch: 123
Instr SDR aspiration: 9.8554
Instr SDR other: 28.1136
SDR Avg: 18.9845

Model: aspiration_mel_band_roformer_less_aggr_sdr_18.1201.ckpt
Epoch: 27
Instr SDR aspiration: 9.0704
Instr SDR other: 27.1699
SDR Avg: 18.1201

Training logs: