| data: | |
| in_memory: true | |
| num_workers: 12 | |
| sample_rate: 48000 | |
| samples_per_track: 13 | |
| seed: 42 | |
| seq_dur: 6.0 | |
| source_augmentations: | |
| - gain | |
| sources: | |
| - vocal_percussion | |
| - bass | |
| - alto | |
| - tenor | |
| - soprano | |
| - lead_vocal | |
| loss_func: | |
| lambda_t: 10.0 | |
| lambda_f: 1.0 | |
| band: high | |
| main_args: | |
| help: null | |
| model: | |
| C_dec: 64 | |
| C_enc: 64 | |
| C_mid: 768 | |
| L: 12 | |
| activation: GELU | |
| context: false | |
| f_dec: 21 | |
| f_enc: 21 | |
| input_length: 288000 | |
| padding_type: reflect | |
| signal_ch: 1 | |
| wavelet: haar | |
| optim: | |
| lr: 0.0001 | |
| lr_decay_gamma: 0.3 | |
| lr_decay_patience: 50 | |
| optimizer: adam | |
| patience: 1000 | |
| weight_decay: 0.0 | |
| positional arguments: {} | |
| training: | |
| batch_size: 16 | |
| epochs: 1000 | |