| training: |
| run_name: example_config |
| epochs: 150 |
| learning_rate: 0.0001 |
| log_interval: 100 |
| checkpoint_dir: null |
| resume_from: null |
| n_iterative_pseudolabeling: 3 |
| lr_scheduler: |
| _target_: torch.optim.lr_scheduler.CosineAnnealingLR |
| T_max: ${training.epochs} |
| eta_min: 1.0e-06 |
| lr_scheduler_start_epoch: -1 |
| dataset: |
| root: data/LibriSpeech |
| train_split: train-clean-100 |
| test_split: test-clean |
| batch_size: 32 |
| num_workers: 1 |
| noise_dir: noise_fullband |
| max_audio_length: 160000 |
| augmentations: |
| max_augs: 4 |
| time_stretch: true |
| pitch_shift: true |
| reverberation: true |
| noise: true |
| rir_dir: data/rirs |
| activate_extra_augs: true |
| echo: |
| enabled: true |
| volume_range: |
| - 0.1 |
| - 0.5 |
| duration_range: |
| - 0.1 |
| - 0.5 |
| random_noise: |
| enabled: true |
| noise_std: 0.001 |
| pink_noise: |
| enabled: true |
| noise_std: 0.01 |
| lowpass_filter: |
| enabled: true |
| cutoff_freq: 5000 |
| highpass_filter: |
| enabled: true |
| cutoff_freq: 500 |
| bandpass_filter: |
| enabled: true |
| cutoff_freq_low: 300 |
| cutoff_freq_high: 8000 |
| smooth: |
| enabled: true |
| window_size_range: |
| - 2 |
| - 10 |
| boost_audio: |
| enabled: true |
| amount: 20 |
| duck_audio: |
| enabled: true |
| amount: 20 |
| updownresample: |
| enabled: true |
| intermediate_freq: 32000 |
| model: |
| name: hubert-base-ls960 |
| layer: 6 |
| vocab_size: 500 |
| kind_kmeans: kmeans |
| quantizer: |
| hidden_dim: 256 |
|
|
