NeonBohdan
commited on
Commit
•
5c05664
1
Parent(s):
50d6824
Init model
Browse files- config.json +222 -0
- model_file.pth.tar +3 -0
config.json
ADDED
@@ -0,0 +1,222 @@
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{
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"model": "vits",
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"run_name": "vits_ljspeech",
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"run_description": "",
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"epochs": 1000,
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"batch_size": 18,
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"eval_batch_size": 16,
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"mixed_precision": true,
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"scheduler_after_epoch": true,
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"run_eval": true,
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"test_delay_epochs": -1,
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"print_eval": true,
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"dashboard_logger": "tensorboard",
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"print_step": 25,
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"plot_step": 100,
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"model_param_stats": false,
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"project_name": null,
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"log_model_step": null,
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"wandb_entity": null,
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"save_step": 10000,
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"checkpoint": true,
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"keep_all_best": false,
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"keep_after": 10000,
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"num_loader_workers": 12,
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"num_eval_loader_workers": 12,
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"use_noise_augment": false,
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"output_path": "./ukrainian-vits",
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"distributed_backend": "nccl",
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"distributed_url": "tcp://localhost:54321",
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"audio": {
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"fft_size": 1024,
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"win_length": 1024,
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"hop_length": 256,
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"frame_shift_ms": null,
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"frame_length_ms": null,
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"stft_pad_mode": "reflect",
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"sample_rate": 16000,
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"resample": false,
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"preemphasis": 0.0,
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"ref_level_db": 20,
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"do_sound_norm": false,
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"log_func": "np.log",
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"do_trim_silence": true,
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"trim_db": 45,
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"power": 1.3,
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"griffin_lim_iters": 60,
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"num_mels": 80,
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"mel_fmin": 0.0,
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"mel_fmax": null,
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"spec_gain": 1,
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"do_amp_to_db_linear": false,
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"do_amp_to_db_mel": true,
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"signal_norm": false,
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"min_level_db": -100,
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"symmetric_norm": true,
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"max_norm": 4.0,
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"clip_norm": true,
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"stats_path": null
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},
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"use_phonemes": false,
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"use_espeak_phonemes": true,
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"phoneme_language": null,
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"compute_input_seq_cache": true,
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"text_cleaner": "basic_cleaners",
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"enable_eos_bos_chars": false,
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"test_sentences_file": "",
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"phoneme_cache_path": "./ukrainian/phoneme_cache",
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"characters": {
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"characters_class": "TTS.tts.models.vits.VitsCharacters",
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"pad": "_",
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"eos": "~",
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"bos": "^",
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"characters": "!',-.:;?\u0410\u0411\u0412\u0413\u0490\u0414\u0415\u0404\u0416\u0417\u0418\u0406\u0407\u0419\u041a\u041b\u041c\u041d\u041e\u041f\u0420\u0421\u0422\u0423\u0424\u0425\u0426\u0427\u0428\u0429\u042c\u042e\u042f\u0430\u0431\u0432\u0433\u0491\u0434\u0435\u0454\u0436\u0437\u0438\u0456\u0457\u0439\u043a\u043b\u043c\u043d\u043e\u043f\u0440\u0441\u0442\u0443\u0444\u0445\u0446\u0447\u0448\u0449\u044c\u044e\u044f ",
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"punctuations": "!',-.:;? ",
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"phonemes": null,
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"unique": true
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},
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"batch_group_size": 5,
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"loss_masking": null,
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"sort_by_audio_len": true,
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"min_seq_len": 0,
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"max_seq_len": 500000,
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"compute_f0": false,
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"compute_linear_spec": true,
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"add_blank": true,
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"datasets": [
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{
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"name": "ljspeech",
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"path": "./Data/uk_UK/by_book/female/sumska/kaydasheva",
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"meta_file_train": "metadata.csv",
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"ununsed_speakers": null,
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"meta_file_val": "",
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"meta_file_attn_mask": ""
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},
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{
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"name": "ljspeech",
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"path": "./Data/uk_UK/by_book/female/sumska/mykola_djerya",
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"meta_file_train": "metadata.csv",
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"ununsed_speakers": null,
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"meta_file_val": "",
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"meta_file_attn_mask": ""
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}
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],
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"optimizer": "AdamW",
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"optimizer_params": {
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"betas": [
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0.8,
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0.99
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],
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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": "",
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"lr_scheduler_params": {},
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"test_sentences": [
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"\u0413\u043e\u0432\u043e\u0440\u0438 \u043d\u0456\u0431\u0438 \u0442\u0438 \u0436\u0438\u0432\u0438\u0439!",
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"\u041f\u043e\u043b \u043f\u0435\u0440\u0435\u0442\u043d\u0443\u0432 \u043f\u0443\u0441\u0442\u0435\u043b\u044e",
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"\u041f\u0440\u0438\u0432\u0456\u0442, \u0441\u0432\u0456\u0442\u0435!"
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],
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"model_args": {
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"num_chars": 86,
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"out_channels": 513,
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"spec_segment_size": 24,
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"hidden_channels": 192,
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"hidden_channels_ffn_text_encoder": 768,
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"num_heads_text_encoder": 2,
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"num_layers_text_encoder": 6,
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"kernel_size_text_encoder": 3,
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"dropout_p_text_encoder": 0.1,
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"dropout_p_duration_predictor": 0.5,
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"kernel_size_posterior_encoder": 5,
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"dilation_rate_posterior_encoder": 1,
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"num_layers_posterior_encoder": 16,
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"kernel_size_flow": 5,
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"dilation_rate_flow": 1,
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"num_layers_flow": 4,
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"resblock_type_decoder": "1",
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"resblock_kernel_sizes_decoder": [
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3,
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7,
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11
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],
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"resblock_dilation_sizes_decoder": [
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[
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1,
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5
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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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"upsample_rates_decoder": [
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8,
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8,
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2,
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2
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],
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"upsample_initial_channel_decoder": 512,
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"upsample_kernel_sizes_decoder": [
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16,
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16,
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4,
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4
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],
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"use_sdp": true,
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"noise_scale": 1.0,
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"inference_noise_scale": 0.667,
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"length_scale": 1.0,
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"noise_scale_dp": 1.0,
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"inference_noise_scale_dp": 1.0,
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"max_inference_len": null,
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"init_discriminator": true,
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"use_spectral_norm_disriminator": false,
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"use_speaker_embedding": false,
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"num_speakers": 0,
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"speakers_file": null,
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"speaker_embedding_channels": 256,
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"use_d_vector_file": false,
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"d_vector_file": null,
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"d_vector_dim": 0,
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"detach_dp_input": true
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},
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"grad_clip": [
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1000.0,
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1000.0
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],
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"lr_gen": 0.0002,
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"lr_disc": 0.0002,
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"lr_scheduler_gen": "ExponentialLR",
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"lr_scheduler_gen_params": {
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"gamma": 0.999875,
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"last_epoch": -1
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},
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"lr_scheduler_disc": "ExponentialLR",
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"lr_scheduler_disc_params": {
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"gamma": 0.999875,
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"last_epoch": -1
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},
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"kl_loss_alpha": 1.0,
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"disc_loss_alpha": 1.0,
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"gen_loss_alpha": 1.0,
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"feat_loss_alpha": 1.0,
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"mel_loss_alpha": 45.0,
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"dur_loss_alpha": 1.0,
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"return_wav": true,
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"r": 1,
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"num_speakers": 0,
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"use_speaker_embedding": false,
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"speakers_file": null,
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"speaker_embedding_channels": 256,
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"use_d_vector_file": false,
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"d_vector_file": null,
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"d_vector_dim": 0
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}
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model_file.pth.tar
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:68383ce72eccb0d3159f38fb54d07e27d32fdf5c52b52408771ea0f224d9d04c
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size 997530362
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