| { | |
| "n_filters": 64, | |
| "strides": [ | |
| 8, | |
| 5, | |
| 4, | |
| 2 | |
| ], | |
| "dimension": 512, | |
| "semantic_dimension": 768, | |
| "bidirectional": true, | |
| "dilation_base": 2, | |
| "residual_kernel_size": 3, | |
| "n_residual_layers": 1, | |
| "lstm_layers": 2, | |
| "activation": "ELU", | |
| "codebook_size": 1024, | |
| "n_q": 8, | |
| "num_mels": 80, | |
| "num_freq": 1025, | |
| "n_fft": 1024, | |
| "hop_size": 240, | |
| "win_size": 1024, | |
| "fmin": 0, | |
| "fmax": 8000, | |
| "fmax_for_loss": null, | |
| "mel_loss_lambdas": [ | |
| 45, | |
| 1, | |
| 1, | |
| 1 | |
| ], | |
| "recon_loss_lambda": 500, | |
| "commitment_loss_lambda": 10, | |
| "distill_loss_lambda": 120, | |
| "distill_type": "d_axis", | |
| "semantic_model_path": "/remote-home/share/models/hubert/ls_960/hubert-base-ls960", | |
| "semantic_model_layer": "avg", | |
| "train_files": "train_file_list.txt", | |
| "valid_files": "dev_file_list.txt", | |
| "results_folder": "Log/spt_base", | |
| "sample_rate": 16000, | |
| "batch_size": 8, | |
| "epochs": 1000, | |
| "learning_rate": 0.0001, | |
| "intial_learning_rate": 0.0001, | |
| "num_warmup_steps": 0, | |
| "betas": [ | |
| 0.9, | |
| 0.99 | |
| ], | |
| "adam_b2": 0.9, | |
| "lr_decay": 0.98, | |
| "seed": 1234, | |
| "segment_size": 48000, | |
| "wd": 0, | |
| "num_workers": 8, | |
| "log_steps": 100, | |
| "stdout_steps": 10, | |
| "save_model_steps": 1000, | |
| "num_ckpt_keep": 6, | |
| "showpiece_num": 8 | |
| } |