| train_tsv: "<your-processed-data>/denoising/emov/train.tsv" | |
| train_km: "<your-processed-data>/denoising/emov/train.km" | |
| valid_tsv: "<your-processed-data>/denoising/emov/valid.tsv" | |
| valid_km: "<your-processed-data>/denoising/emov/valid.km" | |
| n_tokens: 200 | |
| batch_size: 64 | |
| lr: 0.0001 | |
| epochs: 1000 | |
| substring: "" | |
| loss: "l2" | |
| spk: "parent_parent_name" | |
| gst: "emotion" | |
| f0_bins: 50 | |
| f0_pred: "mean" # [argmax, mean] | |
| f0_smoothing: 0.1 | |
| f0_norm: "mean" | |
| f0_log: false | |
| f0_bin_type: "adaptive" # [uniform, adaptive] | |
| spk2id: | |
| bea: 0 | |
| jenie: 1 | |
| josh: 2 | |
| sam: 3 | |
| gst2id: | |
| amused: 0 | |
| angry: 1 | |
| disgusted: 2 | |
| neutral: 3 | |
| sleepy: 4 | |
| optimizer: | |
| _target_: torch.optim.Adam | |
| lr: ${lr} | |
| model: | |
| _target_: emotion_models.pitch_predictor.CnnPredictor | |
| n_tokens: ${n_tokens} | |
| emb_dim: 256 | |
| channels: 256 | |
| kernel: 5 | |
| dropout: 0.1 | |
| n_layers: 6 | |
| spk_emb: true | |
| gst_emb: 8 | |
| n_bins: ${f0_bins} | |
| f0_pred: ${f0_pred} | |
| f0_log: ${f0_log} | |
| f0_norm: ${f0_norm} | |
| hydra: | |
| run: | |
| dir: /checkpoint/felixkreuk/experiments/pitch_predictor/${hydra.job.override_dirname} | |
| job: | |
| config: | |
| # configuration for the ${hydra.job.override_dirname} runtime variable | |
| override_dirname: | |
| kv_sep: '=' | |
| item_sep: ',' | |
| exclude_keys: ['train_tsv', 'train_km', 'valid_tsv', 'valid_km'] | |