| audio: | |
| chunk_size: 523776 | |
| dim_f: 1024 | |
| dim_t: 1024 | |
| hop_length: 512 | |
| n_fft: 2048 | |
| num_channels: 2 | |
| sample_rate: 44100 | |
| min_mean_abs: 0.000 | |
| model: | |
| act: gelu | |
| bottleneck_factor: 4 | |
| growth: 128 | |
| norm: InstanceNorm | |
| num_blocks_per_scale: 2 | |
| num_channels: 128 | |
| num_scales: 5 | |
| num_subbands: 4 | |
| scale: | |
| - 2 | |
| - 2 | |
| training: | |
| batch_size: 2 | |
| gradient_accumulation_steps: 4 | |
| grad_clip: 0 | |
| instruments: | |
| - kick | |
| - snare | |
| - toms | |
| - hh | |
| - cymbals | |
| lr: 1.0 | |
| patience: 200 | |
| reduce_factor: 0.95 | |
| target_instrument: null | |
| num_epochs: 1000 | |
| num_steps: 1533 | |
| q: 0.95 | |
| coarse_loss_clip: true | |
| ema_momentum: 0.999 | |
| optimizer: prodigy | |
| other_fix: false # it's needed for checking on multisong dataset if other is actually instrumental | |
| use_amp: true # enable or disable usage of mixed precision (float16) - usually it must be true | |
| loss_multistft: | |
| fft_sizes: | |
| - 2048 | |
| hop_sizes: | |
| - 1024 | |
| win_lengths: | |
| - 2048 | |
| window: "hann_window" | |
| sample_rate: 44100 | |
| perceptual_weighting: false | |
| scale: "mel" | |
| n_bins: 128 | |
| w_sc: 0.0 | |
| w_log_mag: 1.0 | |
| w_lin_mag: 0.0 | |
| w_phs: 0.0 | |
| mag_distance: "L1" | |
| inference: | |
| extension: flac | |
| batch_size: 2 | |
| dim_t: 512 | |
| num_overlap: 4 | |
| normalize: false |