Upload 8 files

config.json

@@ -0,0 +1,835 @@
+{
+    "output_path": "/home/nano/TTS/models/vctk-yourtts2-ft-16k-ds/traineroutput/",
+    "logger_uri": null,
+    "run_name": "VITS-ml-ms",
+    "project_name": "YourTTS",
+    "run_description": "YourTTS EN-DE-ES-FR",
+    "print_step": 50,
+    "plot_step": 100,
+    "model_param_stats": false,
+    "wandb_entity": null,
+    "dashboard_logger": "tensorboard",
+    "save_on_interrupt": true,
+    "log_model_step": 500,
+    "save_step": 1000,
+    "save_n_checkpoints": 3,
+    "save_checkpoints": true,
+    "save_all_best": true,
+    "save_best_after": 10000,
+    "target_loss": "loss_1",
+    "print_eval": true,
+    "test_delay_epochs": -1,
+    "run_eval": true,
+    "run_eval_steps": null,
+    "distributed_backend": "nccl",
+    "distributed_url": "tcp://localhost:54321",
+    "mixed_precision": false,
+    "precision": "fp16",
+    "epochs": 1000,
+    "batch_size": 16,
+    "eval_batch_size": 16,
+    "grad_clip": [
+        1000,
+        1000
+    ],
+    "scheduler_after_epoch": true,
+    "lr": 0.001,
+    "optimizer": "AdamW",
+    "optimizer_params": {
+        "betas": [
+            0.8,
+            0.99
+        ],
+        "eps": 1e-09,
+        "weight_decay": 0.01
+    },
+    "lr_scheduler": null,
+    "lr_scheduler_params": {},
+    "use_grad_scaler": false,
+    "allow_tf32": false,
+    "cudnn_enable": true,
+    "cudnn_deterministic": false,
+    "cudnn_benchmark": false,
+    "training_seed": 54321,
+    "model": "vits",
+    "num_loader_workers": 4,
+    "num_eval_loader_workers": 4,
+    "use_noise_augment": false,
+    "audio": {
+        "fft_size": 1024,
+        "sample_rate": 16000,
+        "win_length": 1024,
+        "hop_length": 256,
+        "num_mels": 80,
+        "mel_fmin": 0.0,
+        "mel_fmax": null
+    },
+    "use_phonemes": false,
+    "phonemizer": "espeak",
+    "phoneme_language": "en-us",
+    "compute_input_seq_cache": true,
+    "text_cleaner": "basic_cleaners",
+    "enable_eos_bos_chars": false,
+    "test_sentences_file": "",
+    "phoneme_cache_path": "/home/nano/TTS/models/vctk-yourtts2-ft-16k-ds/traineroutput/phoneme_cache",
+    "characters": {
+        "characters_class": "TTS.tts.models.vits.VitsCharacters",
+        "vocab_dict": null,
+        "pad": "_",
+        "eos": "&",
+        "bos": "*",
+        "blank": null,
+        "characters": "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz\u00af\u00b7\u00df\u00e0\u00e1\u00e2\u00e3\u00e4\u00e6\u00e7\u00e8\u00e9\u00ea\u00eb\u00ec\u00ed\u00ee\u00ef\u00f1\u00f2\u00f3\u00f4\u00f5\u00f6\u00f9\u00fa\u00fb\u00fc\u00ff\u0101\u0105\u0107\u0113\u0119\u011b\u012b\u0131\u0142\u0144\u014d\u0151\u0153\u015b\u016b\u0171\u017a\u017c\u01ce\u01d0\u01d2\u01d4\u0430\u0431\u0432\u0433\u0434\u0435\u0436\u0437\u0438\u0439\u043a\u043b\u043c\u043d\u043e\u043f\u0440\u0441\u0442\u0443\u0444\u0445\u0446\u0447\u0448\u0449\u044a\u044b\u044c\u044d\u044e\u044f\u0451\u0454\u0456\u0457\u0491\u2013!'(),-.:;? ",
+        "punctuations": "!'(),-.:;? ",
+        "phonemes": "",
+        "is_unique": true,
+        "is_sorted": true
+    },
+    "add_blank": true,
+    "batch_group_size": 0,
+    "loss_masking": null,
+    "min_audio_len": 1,
+    "max_audio_len": 160000,
+    "min_text_len": 1,
+    "max_text_len": 525,
+    "compute_f0": false,
+    "compute_energy": false,
+    "compute_linear_spec": true,
+    "precompute_num_workers": 0,
+    "start_by_longest": false,
+    "shuffle": false,
+    "drop_last": false,
+    "datasets": [
+        {
+            "formatter": "vctk",
+            "dataset_name": "vctk-en-us-16k-ds",
+            "path": "/home/nano/TTS/training-datasets/vctk-en-us-16k-ds/",
+            "meta_file_train": "",
+            "ignored_speakers": [],
+            "language": "en-us",
+            "phonemizer": "espeak",
+            "meta_file_val": "",
+            "meta_file_attn_mask": ""
+        },
+        {
+            "formatter": "vctk",
+            "dataset_name": "vctk_es",
+            "path": "/home/nano/TTS/training-datasets/vctk-es-16k-ds/",
+            "meta_file_train": "",
+            "ignored_speakers": [],
+            "language": "es",
+            "phonemizer": "espeak",
+            "meta_file_val": "",
+            "meta_file_attn_mask": ""
+        },
+        {
+            "formatter": "vctk",
+            "dataset_name": "vctk-en-gb-16k-ds",
+            "path": "/home/nano/TTS/training-datasets/vctk-en-gb-16k-ds/",
+            "meta_file_train": "",
+            "ignored_speakers": [],
+            "language": "en-gb",
+            "phonemizer": "espeak",
+            "meta_file_val": "",
+            "meta_file_attn_mask": ""
+        },
+        {
+            "formatter": "vctk",
+            "dataset_name": "vctk_de",
+            "path": "/home/nano/TTS/training-datasets/vctk-de-16k-ds/",
+            "meta_file_train": "",
+            "ignored_speakers": [],
+            "language": "de",
+            "phonemizer": "espeak",
+            "meta_file_val": "",
+            "meta_file_attn_mask": ""
+        },
+        {
+            "formatter": "vctk",
+            "dataset_name": "vctk_fr",
+            "path": "/home/nano/TTS/training-datasets/vctk-fr-16k-ds/",
+            "meta_file_train": "",
+            "ignored_speakers": [],
+            "language": "fr",
+            "phonemizer": "espeak",
+            "meta_file_val": "",
+            "meta_file_attn_mask": ""
+        }
+    ],
+    "test_sentences": [
+        [
+            "I am the very model of a modern Major-General, I've information vegetable, animal, and mineral, I know the kings of England, and I quote the fights historical, From Marathon to Waterloo, in order categorical.",
+            "VCTK_johnw",
+            null,
+            "en-us"
+        ],
+        [
+            "A pot of tea helps to pass the evening.",
+            "VCTK_johnw",
+            null,
+            "en-us"
+        ],
+        [
+            "Smoky fires lack flame and heat.",
+            "VCTK_johnw",
+            null,
+            "en-us"
+        ],
+        [
+            "I am the very model of a modern Major-General, I've information vegetable, animal, and mineral, I know the kings of England, and I quote the fights historical, From Marathon to Waterloo, in order categorical.",
+            "VCTK_lah",
+            null,
+            "en-us"
+        ],
+        [
+            "A pot of tea helps to pass the evening.",
+            "VCTK_lah",
+            null,
+            "en-us"
+        ],
+        [
+            "Smoky fires lack flame and heat.",
+            "VCTK_lah",
+            null,
+            "en-us"
+        ],
+        [
+            "I am the very model of a modern Major-General, I've information vegetable, animal, and mineral, I know the kings of England, and I quote the fights historical, From Marathon to Waterloo, in order categorical.",
+            "VCTK_ljs",
+            null,
+            "en-us"
+        ],
+        [
+            "A pot of tea helps to pass the evening.",
+            "VCTK_ljs",
+            null,
+            "en-us"
+        ],
+        [
+            "Smoky fires lack flame and heat.",
+            "VCTK_ljs",
+            null,
+            "en-us"
+        ],
+        [
+            "I am the very model of a modern Major-General, I've information vegetable, animal, and mineral, I know the kings of England, and I quote the fights historical, From Marathon to Waterloo, in order categorical.",
+            "VCTK_p294",
+            null,
+            "en-us"
+        ],
+        [
+            "A pot of tea helps to pass the evening.",
+            "VCTK_p294",
+            null,
+            "en-us"
+        ],
+        [
+            "Smoky fires lack flame and heat.",
+            "VCTK_p294",
+            null,
+            "en-us"
+        ],
+        [
+            "I am the very model of a modern Major-General, I've information vegetable, animal, and mineral, I know the kings of England, and I quote the fights historical, From Marathon to Waterloo, in order categorical.",
+            "VCTK_p297",
+            null,
+            "en-us"
+        ],
+        [
+            "A pot of tea helps to pass the evening.",
+            "VCTK_p297",
+            null,
+            "en-us"
+        ],
+        [
+            "Smoky fires lack flame and heat.",
+            "VCTK_p297",
+            null,
+            "en-us"
+        ],
+        [
+            "I am the very model of a modern Major-General, I've information vegetable, animal, and mineral, I know the kings of England, and I quote the fights historical, From Marathon to Waterloo, in order categorical.",
+            "VCTK_p299",
+            null,
+            "en-us"
+        ],
+        [
+            "A pot of tea helps to pass the evening.",
+            "VCTK_p299",
+            null,
+            "en-us"
+        ],
+        [
+            "Smoky fires lack flame and heat.",
+            "VCTK_p299",
+            null,
+            "en-us"
+        ],
+        [
+            "I am the very model of a modern Major-General, I've information vegetable, animal, and mineral, I know the kings of England, and I quote the fights historical, From Marathon to Waterloo, in order categorical.",
+            "VCTK_p300",
+            null,
+            "en-us"
+        ],
+        [
+            "A pot of tea helps to pass the evening.",
+            "VCTK_p300",
+            null,
+            "en-us"
+        ],
+        [
+            "Smoky fires lack flame and heat.",
+            "VCTK_p300",
+            null,
+            "en-us"
+        ],
+        [
+            "I am the very model of a modern Major-General, I've information vegetable, animal, and mineral, I know the kings of England, and I quote the fights historical, From Marathon to Waterloo, in order categorical.",
+            "VCTK_p301",
+            null,
+            "en-us"
+        ],
+        [
+            "A pot of tea helps to pass the evening.",
+            "VCTK_p301",
+            null,
+            "en-us"
+        ],
+        [
+            "Smoky fires lack flame and heat.",
+            "VCTK_p301",
+            null,
+            "en-us"
+        ],
+        [
+            "I am the very model of a modern Major-General, I've information vegetable, animal, and mineral, I know the kings of England, and I quote the fights historical, From Marathon to Waterloo, in order categorical.",
+            "VCTK_p305",
+            null,
+            "en-us"
+        ],
+        [
+            "A pot of tea helps to pass the evening.",
+            "VCTK_p305",
+            null,
+            "en-us"
+        ],
+        [
+            "Smoky fires lack flame and heat.",
+            "VCTK_p305",
+            null,
+            "en-us"
+        ],
+        [
+            "I am the very model of a modern Major-General, I've information vegetable, animal, and mineral, I know the kings of England, and I quote the fights historical, From Marathon to Waterloo, in order categorical.",
+            "VCTK_p306",
+            null,
+            "en-us"
+        ],
+        [
+            "A pot of tea helps to pass the evening.",
+            "VCTK_p306",
+            null,
+            "en-us"
+        ],
+        [
+            "Smoky fires lack flame and heat.",
+            "VCTK_p306",
+            null,
+            "en-us"
+        ],
+        [
+            "I am the very model of a modern Major-General, I've information vegetable, animal, and mineral, I know the kings of England, and I quote the fights historical, From Marathon to Waterloo, in order categorical.",
+            "VCTK_p308",
+            null,
+            "en-us"
+        ],
+        [
+            "A pot of tea helps to pass the evening.",
+            "VCTK_p308",
+            null,
+            "en-us"
+        ],
+        [
+            "Smoky fires lack flame and heat.",
+            "VCTK_p308",
+            null,
+            "en-us"
+        ],
+        [
+            "I am the very model of a modern Major-General, I've information vegetable, animal, and mineral, I know the kings of England, and I quote the fights historical, From Marathon to Waterloo, in order categorical.",
+            "VCTK_p310",
+            null,
+            "en-us"
+        ],
+        [
+            "A pot of tea helps to pass the evening.",
+            "VCTK_p310",
+            null,
+            "en-us"
+        ],
+        [
+            "Smoky fires lack flame and heat.",
+            "VCTK_p310",
+            null,
+            "en-us"
+        ],
+        [
+            "I am the very model of a modern Major-General, I've information vegetable, animal, and mineral, I know the kings of England, and I quote the fights historical, From Marathon to Waterloo, in order categorical.",
+            "VCTK_p311",
+            null,
+            "en-us"
+        ],
+        [
+            "A pot of tea helps to pass the evening.",
+            "VCTK_p311",
+            null,
+            "en-us"
+        ],
+        [
+            "Smoky fires lack flame and heat.",
+            "VCTK_p311",
+            null,
+            "en-us"
+        ],
+        [
+            "I am the very model of a modern Major-General, I've information vegetable, animal, and mineral, I know the kings of England, and I quote the fights historical, From Marathon to Waterloo, in order categorical.",
+            "VCTK_p318",
+            null,
+            "en-us"
+        ],
+        [
+            "A pot of tea helps to pass the evening.",
+            "VCTK_p318",
+            null,
+            "en-us"
+        ],
+        [
+            "Smoky fires lack flame and heat.",
+            "VCTK_p318",
+            null,
+            "en-us"
+        ],
+        [
+            "I am the very model of a modern Major-General, I've information vegetable, animal, and mineral, I know the kings of England, and I quote the fights historical, From Marathon to Waterloo, in order categorical.",
+            "VCTK_p329",
+            null,
+            "en-us"
+        ],
+        [
+            "A pot of tea helps to pass the evening.",
+            "VCTK_p329",
+            null,
+            "en-us"
+        ],
+        [
+            "Smoky fires lack flame and heat.",
+            "VCTK_p329",
+            null,
+            "en-us"
+        ],
+        [
+            "I am the very model of a modern Major-General, I've information vegetable, animal, and mineral, I know the kings of England, and I quote the fights historical, From Marathon to Waterloo, in order categorical.",
+            "VCTK_p330",
+            null,
+            "en-us"
+        ],
+        [
+            "A pot of tea helps to pass the evening.",
+            "VCTK_p330",
+            null,
+            "en-us"
+        ],
+        [
+            "Smoky fires lack flame and heat.",
+            "VCTK_p330",
+            null,
+            "en-us"
+        ],
+        [
+            "I am the very model of a modern Major-General, I've information vegetable, animal, and mineral, I know the kings of England, and I quote the fights historical, From Marathon to Waterloo, in order categorical.",
+            "VCTK_p333",
+            null,
+            "en-us"
+        ],
+        [
+            "A pot of tea helps to pass the evening.",
+            "VCTK_p333",
+            null,
+            "en-us"
+        ],
+        [
+            "Smoky fires lack flame and heat.",
+            "VCTK_p333",
+            null,
+            "en-us"
+        ],
+        [
+            "I am the very model of a modern Major-General, I've information vegetable, animal, and mineral, I know the kings of England, and I quote the fights historical, From Marathon to Waterloo, in order categorical.",
+            "VCTK_p334",
+            null,
+            "en-us"
+        ],
+        [
+            "A pot of tea helps to pass the evening.",
+            "VCTK_p334",
+            null,
+            "en-us"
+        ],
+        [
+            "Smoky fires lack flame and heat.",
+            "VCTK_p334",
+            null,
+            "en-us"
+        ],
+        [
+            "I am the very model of a modern Major-General, I've information vegetable, animal, and mineral, I know the kings of England, and I quote the fights historical, From Marathon to Waterloo, in order categorical.",
+            "VCTK_p339",
+            null,
+            "en-us"
+        ],
+        [
+            "A pot of tea helps to pass the evening.",
+            "VCTK_p339",
+            null,
+            "en-us"
+        ],
+        [
+            "Smoky fires lack flame and heat.",
+            "VCTK_p339",
+            null,
+            "en-us"
+        ],
+        [
+            "I am the very model of a modern Major-General, I've information vegetable, animal, and mineral, I know the kings of England, and I quote the fights historical, From Marathon to Waterloo, in order categorical.",
+            "VCTK_p341",
+            null,
+            "en-us"
+        ],
+        [
+            "A pot of tea helps to pass the evening.",
+            "VCTK_p341",
+            null,
+            "en-us"
+        ],
+        [
+            "Smoky fires lack flame and heat.",
+            "VCTK_p341",
+            null,
+            "en-us"
+        ],
+        [
+            "I am the very model of a modern Major-General, I've information vegetable, animal, and mineral, I know the kings of England, and I quote the fights historical, From Marathon to Waterloo, in order categorical.",
+            "VCTK_p345",
+            null,
+            "en-us"
+        ],
+        [
+            "A pot of tea helps to pass the evening.",
+            "VCTK_p345",
+            null,
+            "en-us"
+        ],
+        [
+            "Smoky fires lack flame and heat.",
+            "VCTK_p345",
+            null,
+            "en-us"
+        ],
+        [
+            "I am the very model of a modern Major-General, I've information vegetable, animal, and mineral, I know the kings of England, and I quote the fights historical, From Marathon to Waterloo, in order categorical.",
+            "VCTK_tomh",
+            null,
+            "en-us"
+        ],
+        [
+            "A pot of tea helps to pass the evening.",
+            "VCTK_tomh",
+            null,
+            "en-us"
+        ],
+        [
+            "Smoky fires lack flame and heat.",
+            "VCTK_tomh",
+            null,
+            "en-us"
+        ],
+        [
+            "I am the very model of a modern Major-General, I've information vegetable, animal, and mineral, I know the kings of England, and I quote the fights historical, From Marathon to Waterloo, in order categorical.",
+            "VCTK_es1",
+            null,
+            "en-us"
+        ],
+        [
+            "A pot of tea helps to pass the evening.",
+            "VCTK_es1",
+            null,
+            "en-us"
+        ],
+        [
+            "Smoky fires lack flame and heat.",
+            "VCTK_es1",
+            null,
+            "en-us"
+        ],
+        [
+            "I am the very model of a modern Major-General, I've information vegetable, animal, and mineral, I know the kings of England, and I quote the fights historical, From Marathon to Waterloo, in order categorical.",
+            "VCTK_es2",
+            null,
+            "en-us"
+        ],
+        [
+            "A pot of tea helps to pass the evening.",
+            "VCTK_es2",
+            null,
+            "en-us"
+        ],
+        [
+            "Smoky fires lack flame and heat.",
+            "VCTK_es2",
+            null,
+            "en-us"
+        ],
+        [
+            "I am the very model of a modern Major-General, I've information vegetable, animal, and mineral, I know the kings of England, and I quote the fights historical, From Marathon to Waterloo, in order categorical.",
+            "VCTK_ruthg",
+            null,
+            "en-us"
+        ],
+        [
+            "A pot of tea helps to pass the evening.",
+            "VCTK_ruthg",
+            null,
+            "en-us"
+        ],
+        [
+            "Smoky fires lack flame and heat.",
+            "VCTK_ruthg",
+            null,
+            "en-us"
+        ],
+        [
+            "I am the very model of a modern Major-General, I've information vegetable, animal, and mineral, I know the kings of England, and I quote the fights historical, From Marathon to Waterloo, in order categorical.",
+            "VCTK_evak",
+            null,
+            "en-us"
+        ],
+        [
+            "A pot of tea helps to pass the evening.",
+            "VCTK_evak",
+            null,
+            "en-us"
+        ],
+        [
+            "Smoky fires lack flame and heat.",
+            "VCTK_evak",
+            null,
+            "en-us"
+        ],
+        [
+            "I am the very model of a modern Major-General, I've information vegetable, animal, and mineral, I know the kings of England, and I quote the fights historical, From Marathon to Waterloo, in order categorical.",
+            "VCTK_hok",
+            null,
+            "en-us"
+        ],
+        [
+            "A pot of tea helps to pass the evening.",
+            "VCTK_hok",
+            null,
+            "en-us"
+        ],
+        [
+            "Smoky fires lack flame and heat.",
+            "VCTK_hok",
+            null,
+            "en-us"
+        ],
+        [
+            "I am the very model of a modern Major-General, I've information vegetable, animal, and mineral, I know the kings of England, and I quote the fights historical, From Marathon to Waterloo, in order categorical.",
+            "VCTK_bern",
+            null,
+            "en-us"
+        ],
+        [
+            "A pot of tea helps to pass the evening.",
+            "VCTK_bern",
+            null,
+            "en-us"
+        ],
+        [
+            "Smoky fires lack flame and heat.",
+            "VCTK_bern",
+            null,
+            "en-us"
+        ],
+        [
+            "I am the very model of a modern Major-General, I've information vegetable, animal, and mineral, I know the kings of England, and I quote the fights historical, From Marathon to Waterloo, in order categorical.",
+            "VCTK_gilles",
+            null,
+            "en-us"
+        ],
+        [
+            "A pot of tea helps to pass the evening.",
+            "VCTK_gilles",
+            null,
+            "en-us"
+        ],
+        [
+            "Smoky fires lack flame and heat.",
+            "VCTK_gilles",
+            null,
+            "en-us"
+        ]
+    ],
+    "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": true,
+    "language_weighted_sampler_alpha": 1.0,
+    "use_length_weighted_sampler": false,
+    "length_weighted_sampler_alpha": 1.0,
+    "model_args": {
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+        "out_channels": 513,
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+}

language_ids.json

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+    "en-us": 2,
+    "es": 3,
+    "fr": 4
+}

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