Upload . with huggingface_hub
Browse files- .gitattributes +1 -0
- SE_checkpoint.pth.tar +3 -0
- best_model.pth +3 -0
- config.json +269 -0
- config_se.json +119 -0
- speakers.pth +3 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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SE_checkpoint.pth.tar filter=lfs diff=lfs merge=lfs -text
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SE_checkpoint.pth.tar
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version https://git-lfs.github.com/spec/v1
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size 44610930
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best_model.pth
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:53db69e5201488caf85a379ea7f740636d306abe3e9381dfbda1d1a5ef4e9b22
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size 1039885016
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config.json
ADDED
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| 1 |
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{
|
| 2 |
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"output_path": "/workspace/output_dir/",
|
| 3 |
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"logger_uri": null,
|
| 4 |
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"run_name": "YourTTS-RW",
|
| 5 |
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"project_name": "YourTTS",
|
| 6 |
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"run_description": "\n - Original YourTTS trained using bible-dataset dataset\n ",
|
| 7 |
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"print_step": 50,
|
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"plot_step": 100,
|
| 9 |
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"model_param_stats": false,
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"wandb_entity": null,
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"dashboard_logger": "tensorboard",
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| 12 |
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"log_model_step": 1000,
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"save_step": 1000,
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| 14 |
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"save_n_checkpoints": 100,
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"save_checkpoints": true,
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"save_all_best": false,
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"save_best_after": 10000,
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| 18 |
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"target_loss": "loss_1",
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"print_eval": false,
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"test_delay_epochs": 0,
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"run_eval": true,
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"run_eval_steps": null,
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"distributed_backend": "nccl",
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| 24 |
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"distributed_url": "tcp://localhost:54321",
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"mixed_precision": false,
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"epochs": 100,
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"batch_size": 32,
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"eval_batch_size": 32,
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"grad_clip": [
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],
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"scheduler_after_epoch": true,
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"lr": 0.001,
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"optimizer": "AdamW",
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"optimizer_params": {
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| 37 |
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"betas": [
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| 39 |
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| 40 |
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],
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| 41 |
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"eps": 1e-09,
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"weight_decay": 0.01
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},
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"lr_scheduler_params": {},
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"cudnn_enable": true,
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"cudnn_deterministic": false,
|
| 49 |
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"cudnn_benchmark": false,
|
| 50 |
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"training_seed": 54321,
|
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"model": "vits",
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"num_loader_workers": 8,
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|
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"use_noise_augment": false,
|
| 55 |
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"audio": {
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| 56 |
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"fft_size": 1024,
|
| 57 |
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"sample_rate": 24000,
|
| 58 |
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"win_length": 1024,
|
| 59 |
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"hop_length": 256,
|
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"num_mels": 80,
|
| 61 |
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"mel_fmin": 0.0,
|
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"mel_fmax": null
|
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},
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"use_phonemes": false,
|
| 65 |
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"phonemizer": null,
|
| 66 |
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"phoneme_language": null,
|
| 67 |
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"compute_input_seq_cache": true,
|
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"text_cleaner": null,
|
| 69 |
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"enable_eos_bos_chars": false,
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|
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"phoneme_cache_path": null,
|
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"characters": {
|
| 73 |
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"characters_class": "TTS.tts.models.vits.VitsCharacters",
|
| 74 |
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"vocab_dict": null,
|
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"eos": "&",
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|
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"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!'(),-.:;? ",
|
| 80 |
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"punctuations": "!'(),-.:;? ",
|
| 81 |
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"phonemes": "",
|
| 82 |
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"is_unique": true,
|
| 83 |
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"is_sorted": true
|
| 84 |
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},
|
| 85 |
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|
| 86 |
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|
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"loss_masking": null,
|
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"min_audio_len": 1,
|
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"max_audio_len": 1200000,
|
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"min_text_len": 1,
|
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"max_text_len": Infinity,
|
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"compute_f0": false,
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|
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|
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"start_by_longest": true,
|
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"shuffle": false,
|
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"drop_last": false,
|
| 98 |
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"datasets": [
|
| 99 |
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{
|
| 100 |
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"formatter": "ljspeech",
|
| 101 |
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"dataset_name": "kin_bible",
|
| 102 |
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"path": "/workspace/segmented_24k/",
|
| 103 |
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"meta_file_train": "train_metadata.csv",
|
| 104 |
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"ignored_speakers": null,
|
| 105 |
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"language": "rw",
|
| 106 |
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"meta_file_val": "val_metadata.csv",
|
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"meta_file_attn_mask": ""
|
| 108 |
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}
|
| 109 |
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],
|
| 110 |
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"test_sentences": [
|
| 111 |
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[
|
| 112 |
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"It took me quite a long time to develop a voice, and now that I have it I'm not going to be silent."
|
| 113 |
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],
|
| 114 |
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[
|
| 115 |
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"Be a voice, not an echo."
|
| 116 |
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],
|
| 117 |
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[
|
| 118 |
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"I'm sorry Dave. I'm afraid I can't do that."
|
| 119 |
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],
|
| 120 |
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[
|
| 121 |
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"This cake is great. It's so delicious and moist."
|
| 122 |
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],
|
| 123 |
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[
|
| 124 |
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"Prior to November 22, 1963."
|
| 125 |
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]
|
| 126 |
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],
|
| 127 |
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"eval_split_max_size": 256,
|
| 128 |
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| 132 |
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|
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"model_args": {
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"num_chars": 165,
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"out_channels": 513,
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|
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|
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"speakers_file": "/workspace/output_dir/YourTTS-RW-December-22-2022_11+10PM-0000000/speakers.pth",
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|
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"num_languages": 0,
|
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"speaker_encoder_config_path": "",
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"freeze_flow_decoder": false,
|
| 226 |
+
"freeze_waveform_decoder": false,
|
| 227 |
+
"encoder_sample_rate": null,
|
| 228 |
+
"interpolate_z": true,
|
| 229 |
+
"reinit_DP": false,
|
| 230 |
+
"reinit_text_encoder": false
|
| 231 |
+
},
|
| 232 |
+
"lr_gen": 0.0002,
|
| 233 |
+
"lr_disc": 0.0002,
|
| 234 |
+
"lr_scheduler_gen": "ExponentialLR",
|
| 235 |
+
"lr_scheduler_gen_params": {
|
| 236 |
+
"gamma": 0.999875,
|
| 237 |
+
"last_epoch": -1
|
| 238 |
+
},
|
| 239 |
+
"lr_scheduler_disc": "ExponentialLR",
|
| 240 |
+
"lr_scheduler_disc_params": {
|
| 241 |
+
"gamma": 0.999875,
|
| 242 |
+
"last_epoch": -1
|
| 243 |
+
},
|
| 244 |
+
"kl_loss_alpha": 1.0,
|
| 245 |
+
"disc_loss_alpha": 1.0,
|
| 246 |
+
"gen_loss_alpha": 1.0,
|
| 247 |
+
"feat_loss_alpha": 1.0,
|
| 248 |
+
"mel_loss_alpha": 45.0,
|
| 249 |
+
"dur_loss_alpha": 1.0,
|
| 250 |
+
"speaker_encoder_loss_alpha": 9.0,
|
| 251 |
+
"return_wav": true,
|
| 252 |
+
"use_weighted_sampler": true,
|
| 253 |
+
"weighted_sampler_attrs": {
|
| 254 |
+
"speaker_name": 1.0
|
| 255 |
+
},
|
| 256 |
+
"weighted_sampler_multipliers": {},
|
| 257 |
+
"r": 1,
|
| 258 |
+
"num_speakers": 0,
|
| 259 |
+
"use_speaker_embedding": false,
|
| 260 |
+
"speakers_file": "/workspace/output_dir/YourTTS-RW-December-22-2022_11+10PM-0000000/speakers.pth",
|
| 261 |
+
"speaker_embedding_channels": 256,
|
| 262 |
+
"language_ids_file": null,
|
| 263 |
+
"use_language_embedding": false,
|
| 264 |
+
"use_d_vector_file": true,
|
| 265 |
+
"d_vector_file": [
|
| 266 |
+
"/workspace/segmented_24k/speakers.pth"
|
| 267 |
+
],
|
| 268 |
+
"d_vector_dim": 512
|
| 269 |
+
}
|
config_se.json
ADDED
|
@@ -0,0 +1,119 @@
|
|
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|
|
|
|
|
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|
|
|
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|
|
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|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"model": "speaker_encoder",
|
| 3 |
+
"run_name": "speaker_encoder",
|
| 4 |
+
"run_description": "resnet speaker encoder trained with commonvoice all languages dev and train, Voxceleb 1 dev and Voxceleb 2 dev",
|
| 5 |
+
"epochs": 100000,
|
| 6 |
+
"batch_size": null,
|
| 7 |
+
"eval_batch_size": null,
|
| 8 |
+
"mixed_precision": false,
|
| 9 |
+
"run_eval": true,
|
| 10 |
+
"test_delay_epochs": 0,
|
| 11 |
+
"print_eval": false,
|
| 12 |
+
"print_step": 50,
|
| 13 |
+
"tb_plot_step": 100,
|
| 14 |
+
"tb_model_param_stats": false,
|
| 15 |
+
"save_step": 1000,
|
| 16 |
+
"checkpoint": true,
|
| 17 |
+
"keep_all_best": false,
|
| 18 |
+
"keep_after": 10000,
|
| 19 |
+
"num_loader_workers": 8,
|
| 20 |
+
"num_val_loader_workers": 0,
|
| 21 |
+
"use_noise_augment": false,
|
| 22 |
+
"output_path": "../checkpoints/speaker_encoder/language_balanced/normalized/angleproto-4-samples-by-speakers/",
|
| 23 |
+
"distributed_backend": "nccl",
|
| 24 |
+
"distributed_url": "tcp://localhost:54321",
|
| 25 |
+
"audio": {
|
| 26 |
+
"fft_size": 512,
|
| 27 |
+
"win_length": 400,
|
| 28 |
+
"hop_length": 160,
|
| 29 |
+
"frame_shift_ms": null,
|
| 30 |
+
"frame_length_ms": null,
|
| 31 |
+
"stft_pad_mode": "reflect",
|
| 32 |
+
"sample_rate": 24000,
|
| 33 |
+
"resample": false,
|
| 34 |
+
"preemphasis": 0.97,
|
| 35 |
+
"ref_level_db": 20,
|
| 36 |
+
"do_sound_norm": false,
|
| 37 |
+
"do_trim_silence": false,
|
| 38 |
+
"trim_db": 60,
|
| 39 |
+
"power": 1.5,
|
| 40 |
+
"griffin_lim_iters": 60,
|
| 41 |
+
"num_mels": 64,
|
| 42 |
+
"mel_fmin": 0.0,
|
| 43 |
+
"mel_fmax": 8000.0,
|
| 44 |
+
"spec_gain": 20,
|
| 45 |
+
"signal_norm": false,
|
| 46 |
+
"min_level_db": -100,
|
| 47 |
+
"symmetric_norm": false,
|
| 48 |
+
"max_norm": 4.0,
|
| 49 |
+
"clip_norm": false,
|
| 50 |
+
"stats_path": null
|
| 51 |
+
},
|
| 52 |
+
"datasets": [
|
| 53 |
+
{
|
| 54 |
+
"name": "voxceleb2",
|
| 55 |
+
"path": "/workspace/scratch/ecasanova/datasets/VoxCeleb/vox2_dev_aac/",
|
| 56 |
+
"meta_file_train": null,
|
| 57 |
+
"ununsed_speakers": null,
|
| 58 |
+
"meta_file_val": null,
|
| 59 |
+
"meta_file_attn_mask": "",
|
| 60 |
+
"language": "voxceleb"
|
| 61 |
+
}
|
| 62 |
+
],
|
| 63 |
+
"model_params": {
|
| 64 |
+
"model_name": "resnet",
|
| 65 |
+
"input_dim": 64,
|
| 66 |
+
"use_torch_spec": true,
|
| 67 |
+
"log_input": true,
|
| 68 |
+
"proj_dim": 512
|
| 69 |
+
},
|
| 70 |
+
"audio_augmentation": {
|
| 71 |
+
"p": 0.5,
|
| 72 |
+
"rir": {
|
| 73 |
+
"rir_path": "/workspace/store/ecasanova/ComParE/RIRS_NOISES/simulated_rirs/",
|
| 74 |
+
"conv_mode": "full"
|
| 75 |
+
},
|
| 76 |
+
"additive": {
|
| 77 |
+
"sounds_path": "/workspace/store/ecasanova/ComParE/musan/",
|
| 78 |
+
"speech": {
|
| 79 |
+
"min_snr_in_db": 13,
|
| 80 |
+
"max_snr_in_db": 20,
|
| 81 |
+
"min_num_noises": 1,
|
| 82 |
+
"max_num_noises": 1
|
| 83 |
+
},
|
| 84 |
+
"noise": {
|
| 85 |
+
"min_snr_in_db": 0,
|
| 86 |
+
"max_snr_in_db": 15,
|
| 87 |
+
"min_num_noises": 1,
|
| 88 |
+
"max_num_noises": 1
|
| 89 |
+
},
|
| 90 |
+
"music": {
|
| 91 |
+
"min_snr_in_db": 5,
|
| 92 |
+
"max_snr_in_db": 15,
|
| 93 |
+
"min_num_noises": 1,
|
| 94 |
+
"max_num_noises": 1
|
| 95 |
+
}
|
| 96 |
+
},
|
| 97 |
+
"gaussian": {
|
| 98 |
+
"p": 0.0,
|
| 99 |
+
"min_amplitude": 0.0,
|
| 100 |
+
"max_amplitude": 1e-05
|
| 101 |
+
}
|
| 102 |
+
},
|
| 103 |
+
"storage": {
|
| 104 |
+
"sample_from_storage_p": 0.5,
|
| 105 |
+
"storage_size": 40
|
| 106 |
+
},
|
| 107 |
+
"max_train_step": 1000000,
|
| 108 |
+
"loss": "angleproto",
|
| 109 |
+
"grad_clip": 3.0,
|
| 110 |
+
"lr": 0.0001,
|
| 111 |
+
"lr_decay": false,
|
| 112 |
+
"warmup_steps": 4000,
|
| 113 |
+
"wd": 1e-06,
|
| 114 |
+
"steps_plot_stats": 100,
|
| 115 |
+
"num_speakers_in_batch": 100,
|
| 116 |
+
"num_utters_per_speaker": 4,
|
| 117 |
+
"skip_speakers": true,
|
| 118 |
+
"voice_len": 2.0
|
| 119 |
+
}
|
speakers.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1a40976a3e379f7468f60f383ea15630532d3bc71e0f2ec38008169e9d1504f0
|
| 3 |
+
size 431
|