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best_model.pth +3 -0
config.json +192 -0
vocoder_best_model.pth +3 -0
vocoder_config.json +193 -0

best_model.pth ADDED Viewed

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config.json ADDED Viewed

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+{
+    "output_path": "/output",
+    "logger_uri": null,
+    "run_name": "run",
+    "project_name": null,
+    "run_description": "\ud83d\udc38Coqui trainer run.",
+    "print_step": 50,
+    "plot_step": 100,
+    "model_param_stats": false,
+    "wandb_entity": null,
+    "dashboard_logger": "tensorboard",
+    "save_on_interrupt": true,
+    "log_model_step": null,
+    "save_step": 10000,
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+    "save_all_best": false,
+    "save_best_after": 5000,
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+    "run_eval_steps": null,
+    "distributed_backend": "nccl",
+    "distributed_url": "tcp://localhost:54321",
+    "mixed_precision": false,
+    "precision": "fp16",
+    "epochs": 1000,
+    "batch_size": 96,
+    "eval_batch_size": 32,
+    "grad_clip": 5.0,
+    "scheduler_after_epoch": true,
+    "lr": 0.001,
+    "optimizer": "RAdam",
+    "optimizer_params": {
+        "betas": [
+            0.9,
+            0.998
+        ],
+        "weight_decay": 1e-06
+    },
+    "lr_scheduler": "NoamLR",
+    "lr_scheduler_params": {
+        "warmup_steps": 4000
+    },
+    "use_grad_scaler": false,
+    "allow_tf32": false,
+    "cudnn_enable": true,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "training_seed": 54321,
+    "model": "glow_tts",
+    "num_loader_workers": 8,
+    "num_eval_loader_workers": 8,
+    "use_noise_augment": true,
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+        "stft_pad_mode": "reflect",
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+        "ref_level_db": 20,
+        "do_sound_norm": false,
+        "log_func": "np.log10",
+        "do_trim_silence": true,
+        "trim_db": 45,
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+        "db_level": null,
+        "power": 1.5,
+        "griffin_lim_iters": 60,
+        "num_mels": 80,
+        "mel_fmin": 50,
+        "mel_fmax": 8000,
+        "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": "scale_stats_female_1.npy"
+    },
+    "use_phonemes": false,
+    "phonemizer": null,
+    "phoneme_language": "be",
+    "compute_input_seq_cache": false,
+    "text_cleaner": "no_cleaners",
+    "enable_eos_bos_chars": true,
+    "test_sentences_file": "",
+    "phoneme_cache_path": "/output/phoneme_cache",
+    "characters": {
+        "characters_class": "TTS.tts.utils.text.characters.Graphemes",
+        "vocab_dict": null,
+        "pad": "_",
+        "eos": "~",
+        "bos": "^",
+        "blank": "@",
+        "characters": "Iabdfgijklmnprstuvxz\u0254\u025b\u0263\u0268\u026b\u0271\u0282\u0290\u02b2\u02c8\u02d0\u032f\u0361\u03b2",
+        "punctuations": "!,.?: -\u2012\u2013\u2014\u2026",
+        "phonemes": null,
+        "is_unique": true,
+        "is_sorted": true
+    },
+    "add_blank": true,
+    "batch_group_size": 0,
+    "loss_masking": null,
+    "min_audio_len": 1,
+    "max_audio_len": Infinity,
+    "min_text_len": 1,
+    "max_text_len": Infinity,
+    "compute_f0": false,
+    "compute_energy": false,
+    "compute_linear_spec": false,
+    "precompute_num_workers": 0,
+    "start_by_longest": false,
+    "shuffle": false,
+    "drop_last": false,
+    "datasets": [
+        {
+            "formatter": "bel_tts_formatter",
+            "dataset_name": "",
+            "path": "/output/dataset/female_1",
+            "meta_file_train": "updated_metadata.csv",
+            "ignored_speakers": null,
+            "language": "",
+            "phonemizer": "",
+            "meta_file_val": "",
+            "meta_file_attn_mask": ""
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+    "test_sentences": [
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+        "ja\u02c8na uta\u02c8m\u02b2i\u026bas\u02b2a \u02c8ad \u0263a\u02c8\u03b2\u0254rk\u02b2i \u02c8ji \u02c8z\u02b2n\u02b2iz\u02b2i\u026ba \u02c8\u0263\u0254\u026bas.",
+        "ital\u02b2\u02c8jant\u0361s\u0268 \u02c8n\u02b2\u025b v\u0268kl\u02b2u\u02c8t\u0361\u0282ajut\u0361s\u02b2, \u02c8\u0282t\u0254 ja\u02c8\u0282t\u0361\u0282\u025b \u02c8z\u02b2v\u02b2\u025brnut\u0361s\u02d0a \u02c8da \u02c8k\u026bas\u02b2ik\u02b2i b\u02b2\u025b\u026ba\u02c8ruskaj \u025b\u02c8strad\u0268.",
+        "ja\u02c8n\u0268 ma\u026ba\u02c8d\u0268ja, pr\u0268\u02c8\u0263\u0254\u0290\u0268ja \u02c8ji \u02c8v\u02b2\u025bl\u02b2m\u02b2i prat\u0361sa\u02c8v\u02b2it\u0268ja."
+    ],
+    "eval_split_max_size": null,
+    "eval_split_size": 0.01,
+    "use_speaker_weighted_sampler": false,
+    "speaker_weighted_sampler_alpha": 1.0,
+    "use_language_weighted_sampler": false,
+    "language_weighted_sampler_alpha": 1.0,
+    "use_length_weighted_sampler": false,
+    "length_weighted_sampler_alpha": 1.0,
+    "num_chars": 49,
+    "encoder_type": "rel_pos_transformer",
+    "encoder_params": {
+        "kernel_size": 3,
+        "dropout_p": 0.1,
+        "num_layers": 6,
+        "num_heads": 2,
+        "hidden_channels_ffn": 768,
+        "input_length": null
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+    "use_encoder_prenet": true,
+    "hidden_channels_enc": 192,
+    "hidden_channels_dec": 192,
+    "hidden_channels_dp": 256,
+    "dropout_p_dp": 0.1,
+    "dropout_p_dec": 0.05,
+    "mean_only": true,
+    "out_channels": 80,
+    "num_flow_blocks_dec": 12,
+    "inference_noise_scale": 0.0,
+    "kernel_size_dec": 5,
+    "dilation_rate": 1,
+    "num_block_layers": 4,
+    "num_speakers": 0,
+    "c_in_channels": 0,
+    "num_splits": 4,
+    "num_squeeze": 2,
+    "sigmoid_scale": false,
+    "d_vector_dim": 0,
+    "data_dep_init_steps": 10,
+    "style_wav_for_test": null,
+    "length_scale": 1.0,
+    "use_speaker_embedding": false,
+    "speakers_file": null,
+    "use_d_vector_file": false,
+    "d_vector_file": false,
+    "min_seq_len": 3,
+    "max_seq_len": 500,
+    "r": 1,
+    "github_branch": "* dev"
+}

vocoder_best_model.pth ADDED Viewed

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vocoder_config.json ADDED Viewed

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+{
+    "output_path": "/output/vocoder",
+    "logger_uri": null,
+    "run_name": "run",
+    "project_name": null,
+    "run_description": "\ud83d\udc38Coqui trainer run.",
+    "print_step": 50,
+    "plot_step": 100,
+    "model_param_stats": false,
+    "wandb_entity": null,
+    "dashboard_logger": "tensorboard",
+    "save_on_interrupt": true,
+    "log_model_step": null,
+    "save_step": 5000,
+    "save_n_checkpoints": 2,
+    "save_checkpoints": true,
+    "save_all_best": false,
+    "save_best_after": 5000,
+    "target_loss": "loss_0",
+    "print_eval": true,
+    "test_delay_epochs": 5,
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+    "distributed_backend": "nccl",
+    "distributed_url": "tcp://localhost:54321",
+    "mixed_precision": false,
+    "precision": "fp16",
+    "epochs": 1000,
+    "batch_size": 74,
+    "eval_batch_size": 16,
+    "grad_clip": [
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+        5
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+    "scheduler_after_epoch": true,
+    "lr": 0.0001,
+    "optimizer": "AdamW",
+    "optimizer_params": {
+        "betas": [
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+            0.99
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+        "weight_decay": 0.0
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+    "lr_scheduler_params": {},
+    "use_grad_scaler": false,
+    "allow_tf32": false,
+    "cudnn_enable": true,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "training_seed": 54321,
+    "model": "hifigan",
+    "num_loader_workers": 8,
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+    "use_noise_augment": true,
+    "audio": {
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+        "win_length": 1024,
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+        "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": 50,
+        "mel_fmax": 8000,
+        "spec_gain": 20,
+        "do_amp_to_db_linear": true,
+        "do_amp_to_db_mel": true,
+        "pitch_fmax": 640.0,
+        "pitch_fmin": 1.0,
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+        "min_level_db": -100,
+        "symmetric_norm": true,
+        "max_norm": 4.0,
+        "clip_norm": true,
+        "stats_path": "scale_stats_female_1.npy"
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+    "eval_split_size": 30,
+    "data_path": "/output/dataset/female_1",
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+    "use_cache": false,
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+    "use_subband_stft_loss": false,
+    "use_mse_gan_loss": true,
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+    "use_feat_match_loss": true,
+    "use_l1_spec_loss": true,
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+            120,
+            240,
+            50
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+        "win_lengths": [
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+            240
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+    "lr_scheduler_gen": "ExponentialLR",
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+    "lr_scheduler_disc": "ExponentialLR",
+    "lr_scheduler_disc_params": {
+        "gamma": 0.999,
+        "last_epoch": -1
+    },
+    "use_pqmf": false,
+    "diff_samples_for_G_and_D": false,
+    "discriminator_model": "hifigan_discriminator",
+    "generator_model": "hifigan_generator",
+    "generator_model_params": {
+        "upsample_factors": [
+            8,
+            8,
+            2,
+            2
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+        "resblock_type": "1"
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+    "github_branch": "* dev"
+}