File size: 6,320 Bytes
e206da5
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
{
    "output_path": "H:\\TTS\\recipes\\ljspeech\\xtts_v2\\run\\training",
    "logger_uri": null,
    "run_name": "GPT_XTTS_v2.0_LJSpeech_FT",
    "project_name": "XTTS_trainer",
    "run_description": "\n            GPT XTTS training\n            ",
    "print_step": 50,
    "plot_step": 100,
    "model_param_stats": false,
    "wandb_entity": null,
    "dashboard_logger": "tensorboard",
    "save_on_interrupt": true,
    "log_model_step": 1000,
    "save_step": 10000,
    "save_n_checkpoints": 1,
    "save_checkpoints": true,
    "save_all_best": false,
    "save_best_after": 10000,
    "target_loss": null,
    "print_eval": false,
    "test_delay_epochs": 0,
    "run_eval": true,
    "run_eval_steps": null,
    "distributed_backend": "nccl",
    "distributed_url": "tcp://localhost:54321",
    "mixed_precision": false,
    "precision": "fp16",
    "epochs": 1000,
    "batch_size": 3,
    "eval_batch_size": 3,
    "grad_clip": 0.0,
    "scheduler_after_epoch": true,
    "lr": 5e-06,
    "optimizer": "AdamW",
    "optimizer_params": {
        "betas": [
            0.9,
            0.96
        ],
        "eps": 1e-08,
        "weight_decay": 0.01
    },
    "lr_scheduler": "MultiStepLR",
    "lr_scheduler_params": {
        "milestones": [
            900000,
            2700000,
            5400000
        ],
        "gamma": 0.5,
        "last_epoch": -1
    },
    "use_grad_scaler": false,
    "allow_tf32": false,
    "cudnn_enable": true,
    "cudnn_deterministic": false,
    "cudnn_benchmark": false,
    "training_seed": 1,
    "model": "xtts",
    "num_loader_workers": 8,
    "num_eval_loader_workers": 0,
    "use_noise_augment": false,
    "audio": {
        "sample_rate": 22050,
        "output_sample_rate": 24000,
        "dvae_sample_rate": 22050
    },
    "use_phonemes": false,
    "phonemizer": null,
    "phoneme_language": null,
    "compute_input_seq_cache": false,
    "text_cleaner": null,
    "enable_eos_bos_chars": false,
    "test_sentences_file": "",
    "phoneme_cache_path": null,
    "characters": null,
    "add_blank": false,
    "batch_group_size": 48,
    "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": "",
            "dataset_name": "",
            "path": "",
            "meta_file_train": "",
            "ignored_speakers": null,
            "language": "",
            "phonemizer": "",
            "meta_file_val": "",
            "meta_file_attn_mask": ""
        }
    ],
    "test_sentences": [
        {
            "text": "It took me quite a long time to develop a voice, and now that I have it I'm not going to be silent.",
            "speaker_wav": [
                "H:/ai-voice-cloning/training/pacey/wavs/Ash - James Herbert-converted_00000.wav"
            ],
            "language": "en"
        },
        {
            "text": "And it's pretty miraculous how it all works and with the internet being wired everywhere and with the navigation that's been put in with the web.",
            "speaker_wav": [
                "H:/ai-voice-cloning/training/pacey/wavs/Ash - James Herbert-converted_00000.wav"
            ],
            "language": "en"
        }
    ],
    "eval_split_max_size": 256,
    "eval_split_size": 0.2,
    "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,
    "model_args": {
        "gpt_batch_size": 1,
        "enable_redaction": false,
        "kv_cache": true,
        "gpt_checkpoint": "",
        "clvp_checkpoint": null,
        "decoder_checkpoint": null,
        "num_chars": 255,
        "tokenizer_file": "H:\\TTS\\recipes\\ljspeech\\xtts_v2\\run\\training\\XTTS_v2.0_original_model_files/vocab.json",
        "gpt_max_audio_tokens": 605,
        "gpt_max_text_tokens": 402,
        "gpt_max_prompt_tokens": 70,
        "gpt_layers": 30,
        "gpt_n_model_channels": 1024,
        "gpt_n_heads": 16,
        "gpt_number_text_tokens": 6153,
        "gpt_start_text_token": 261,
        "gpt_stop_text_token": 0,
        "gpt_num_audio_tokens": 1026,
        "gpt_start_audio_token": 1024,
        "gpt_stop_audio_token": 1025,
        "gpt_code_stride_len": 1024,
        "gpt_use_masking_gt_prompt_approach": true,
        "gpt_use_perceiver_resampler": true,
        "input_sample_rate": 22050,
        "output_sample_rate": 24000,
        "output_hop_length": 256,
        "decoder_input_dim": 1024,
        "d_vector_dim": 512,
        "cond_d_vector_in_each_upsampling_layer": true,
        "duration_const": 102400,
        "min_conditioning_length": 66150,
        "max_conditioning_length": 132300,
        "gpt_loss_text_ce_weight": 0.01,
        "gpt_loss_mel_ce_weight": 1.0,
        "debug_loading_failures": false,
        "max_wav_length": 255995,
        "max_text_length": 200,
        "mel_norm_file": "H:\\TTS\\recipes\\ljspeech\\xtts_v2\\run\\training\\XTTS_v2.0_original_model_files/mel_stats.pth",
        "dvae_checkpoint": "H:\\TTS\\recipes\\ljspeech\\xtts_v2\\run\\training\\XTTS_v2.0_original_model_files/dvae.pth",
        "xtts_checkpoint": "H:\\TTS\\recipes\\ljspeech\\xtts_v2\\run\\training\\XTTS_v2.0_original_model_files/model.pth",
        "vocoder": ""
    },
    "model_dir": null,
    "languages": [
        "en",
        "es",
        "fr",
        "de",
        "it",
        "pt",
        "pl",
        "tr",
        "ru",
        "nl",
        "cs",
        "ar",
        "zh-cn",
        "hu",
        "ko",
        "ja"
    ],
    "temperature": 0.85,
    "length_penalty": 1.0,
    "repetition_penalty": 2.0,
    "top_k": 50,
    "top_p": 0.85,
    "num_gpt_outputs": 1,
    "gpt_cond_len": 12,
    "gpt_cond_chunk_len": 4,
    "max_ref_len": 10,
    "sound_norm_refs": false,
    "optimizer_wd_only_on_weights": true,
    "weighted_loss_attrs": {},
    "weighted_loss_multipliers": {},
    "github_branch": "* dev"
}