| audio: | |
| chunk_size: 384000 | |
| dim_f: 1024 | |
| dim_t: 801 # don't work (use in model) | |
| hop_length: 441 # don't work (use in model) | |
| n_fft: 2048 | |
| num_channels: 1 | |
| sample_rate: 44100 | |
| min_mean_abs: 0.000 | |
| model: | |
| dim: 128 | |
| depth: 16 | |
| stereo: false | |
| num_stems: 1 | |
| time_transformer_depth: 1 | |
| freq_transformer_depth: 1 | |
| linear_transformer_depth: 0 | |
| freqs_per_bands: !!python/tuple | |
| - 2 | |
| - 2 | |
| - 2 | |
| - 2 | |
| - 2 | |
| - 2 | |
| - 3 | |
| - 3 | |
| - 3 | |
| - 3 | |
| - 3 | |
| - 4 | |
| - 4 | |
| - 4 | |
| - 4 | |
| - 4 | |
| - 5 | |
| - 5 | |
| - 5 | |
| - 5 | |
| - 6 | |
| - 6 | |
| - 6 | |
| - 6 | |
| - 7 | |
| - 7 | |
| - 7 | |
| - 8 | |
| - 8 | |
| - 8 | |
| - 9 | |
| - 9 | |
| - 10 | |
| - 10 | |
| - 11 | |
| - 12 | |
| - 13 | |
| - 14 | |
| - 15 | |
| - 16 | |
| - 17 | |
| - 18 | |
| - 19 | |
| - 20 | |
| - 21 | |
| - 22 | |
| - 23 | |
| - 24 | |
| - 25 | |
| - 27 | |
| - 29 | |
| - 31 | |
| - 33 | |
| - 35 | |
| - 37 | |
| - 39 | |
| - 41 | |
| - 43 | |
| - 45 | |
| - 48 | |
| - 52 | |
| - 57 | |
| - 64 | |
| dim_head: 16 | |
| heads: 8 | |
| attn_dropout: 0.0 | |
| ff_dropout: 0.0 | |
| flash_attn: true | |
| dim_freqs_in: 1025 | |
| stft_n_fft: 2048 | |
| stft_hop_length: 512 | |
| stft_win_length: 2048 | |
| stft_normalized: False | |
| mask_estimator_depth: 3 | |
| multi_stft_resolution_loss_weight: 1.0 | |
| multi_stft_resolutions_window_sizes: !!python/tuple | |
| - 4096 | |
| - 2048 | |
| - 1024 | |
| - 512 | |
| - 256 | |
| multi_stft_hop_size: 147 | |
| multi_stft_normalized: False | |
| mlp_expansion_factor: 4 | |
| use_torch_checkpoint: True | |
| skip_connection: False | |
| training: | |
| batch_size: 4 | |
| gradient_accumulation_steps: 1 | |
| grad_clip: 1000.0 | |
| instruments: ['noreverb', 'reverb'] | |
| lr: 5.0e-5 | |
| patience: 5 | |
| reduce_factor: 0.75 | |
| target_instrument: noreverb | |
| num_epochs: 1000 | |
| num_steps: 1000 | |
| q: 0.95 | |
| coarse_loss_clip: true | |
| ema_momentum: 0.999 | |
| optimizer: adam | |
| 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 | |
| inference: | |
| batch_size: 1 | |
| dim_t: 871 | |
| num_overlap: 2 | |