persian-female-Wavernn / config.json
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{
"output_path": "/kaggle/working/train_output",
"logger_uri": null,
"run_name": "run",
"project_name": null,
"run_description": "\ud83d\udc38Coqui trainer run.",
"print_step": 25,
"plot_step": 100,
"model_param_stats": false,
"wandb_entity": null,
"dashboard_logger": "tensorboard",
"log_model_step": null,
"save_step": 1000,
"save_n_checkpoints": 5,
"save_checkpoints": true,
"save_all_best": false,
"save_best_after": 1000,
"target_loss": "loss",
"print_eval": false,
"test_delay_epochs": -1,
"run_eval": true,
"run_eval_steps": null,
"distributed_backend": "nccl",
"distributed_url": "tcp://localhost:54321",
"mixed_precision": false,
"epochs": 1000,
"batch_size": 64,
"eval_batch_size": 16,
"grad_clip": 4.0,
"scheduler_after_epoch": true,
"lr": 0.0001,
"optimizer": "AdamW",
"optimizer_params": {
"betas": [
0.8,
0.99
],
"weight_decay": 0.0
},
"lr_scheduler": "MultiStepLR",
"lr_scheduler_params": {
"gamma": 0.5,
"milestones": [
200000,
400000,
600000
]
},
"use_grad_scaler": false,
"cudnn_enable": true,
"cudnn_deterministic": false,
"cudnn_benchmark": false,
"training_seed": 54321,
"model": "wavernn",
"num_loader_workers": 1,
"num_eval_loader_workers": 1,
"use_noise_augment": false,
"audio": {
"fft_size": 1024,
"win_length": 1024,
"hop_length": 256,
"frame_shift_ms": null,
"frame_length_ms": null,
"stft_pad_mode": "reflect",
"sample_rate": 24000,
"resample": false,
"preemphasis": 0.0,
"ref_level_db": 20,
"do_sound_norm": false,
"log_func": "np.log10",
"do_trim_silence": true,
"trim_db": 45,
"do_rms_norm": false,
"db_level": null,
"power": 1.5,
"griffin_lim_iters": 60,
"num_mels": 80,
"mel_fmin": 95,
"mel_fmax": 8000.0,
"spec_gain": 20,
"do_amp_to_db_linear": true,
"do_amp_to_db_mel": true,
"pitch_fmax": 640.0,
"pitch_fmin": 1.0,
"signal_norm": true,
"min_level_db": -100,
"symmetric_norm": true,
"max_norm": 4.0,
"clip_norm": true,
"stats_path": null
},
"eval_split_size": 10,
"data_path": "/kaggle/input/persian-tts-dataset-famale/wavs/",
"feature_path": null,
"seq_len": 1280,
"pad_short": 2000,
"conv_pad": 0,
"use_cache": true,
"wd": 0.0,
"model_args": {
"rnn_dims": 512,
"fc_dims": 512,
"compute_dims": 128,
"res_out_dims": 128,
"num_res_blocks": 10,
"use_aux_net": true,
"use_upsample_net": true,
"upsample_factors": [
4,
8,
8
],
"mode": "mold",
"mulaw": true,
"pad": 2,
"feat_dims": 80
},
"batched": true,
"target_samples": 11000,
"overlap_samples": 550,
"num_epochs_before_test": 10,
"github_branch": "inside_docker"
}