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{ |
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"output_path": "./models/11-ZA_multilingual", |
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"run_description": "\ud83d\udc38Coqui trainer run.", |
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"audio": { |
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"hop_length": 256, |
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"num_mels": 80, |
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"mel_fmin": 0, |
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"mel_fmax": null |
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"phonemizer": null, |
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"phoneme_language": null, |
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"compute_input_seq_cache": true, |
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"text_cleaner": "multilingual_cleaners", |
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"test_sentences_file": "", |
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"phoneme_cache_path": null, |
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"characters": { |
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"characters_class": "TTS.tts.models.vits.VitsCharacters", |
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"vocab_dict": null, |
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"pad": "<PAD>", |
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"eos": "<EOS>", |
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"bos": "<BOS>", |
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"blank": "<BLNK>", |
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"characters": "\u014b\u0266\u0254ma\u02d0spfut\u031dkr\u026ad\u025b!\u00a1'(),\u2014-.:;\u00bf?abcdefghijklmnopqrstuvwxyz\u00b5\u00df\u00e0\u00e1\u00e2\u00e4\u00e5\u00e6\u00e7\u00e8\u00e9\u00ea\u00eb\u00ec\u00ed\u00ee\u00ef\u00f1\u00f2\u00f3\u00f4\u00f6\u00f9\u00fa\u00fb\u00fc\u0105\u0107\u0119\u0142\u0144\u0153\u015b\u015f\u017a\u017c\u0192\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\u04e7 \u00ab\u00b0\u00b1\u00b5\u00bb$%&\u2018\u2019\u201a\u201c`\u201d\u201e", |
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"punctuations": "!\u00a1'(),-.:;\u00bf? ", |
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"phonemes": "\u014b\u0266\u0254ma\u02d0spfut\u031dkr\u026ad\u025baa\u02d0a\u0303\u02d0bcdefii\u02d0jklmnoprstuu\u02d0vwxyy\u02d0\u00e6\u02d0\u00f8\u014b\u0153\u0153\u02d0\u0254\u0254\u02d0\u0254\u0303\u02d0\u0258\u025b\u025b\u02d0\u025b\u0303\u02d0\u0261\u0266\u026a\u031d", |
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"is_unique": true, |
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"is_sorted": true |
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}, |
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"batch_group_size": 0, |
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"loss_masking": null, |
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"min_audio_len": 32768, |
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"max_audio_len": 160000, |
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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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"compute_energy": false, |
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"compute_linear_spec": true, |
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"precompute_num_workers": 0, |
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"start_by_longest": false, |
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"shuffle": false, |
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"drop_last": false, |
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"datasets": [ |
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{ |
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"formatter": "nchlt", |
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"dataset_name": "tts_eng", |
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"path": "", |
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"meta_file_train": "eng_metadata.txt", |
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"ignored_speakers": null, |
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"language": "eng", |
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"phonemizer": "", |
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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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"formatter": "nchlt", |
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"dataset_name": "tts_afr", |
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"path": "", |
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"meta_file_train": "afr_metadata.txt", |
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"ignored_speakers": null, |
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"language": "afr", |
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"phonemizer": "", |
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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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"formatter": "nchlt", |
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"dataset_name": "tts_zul", |
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"path": "", |
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"meta_file_train": "zul_metadata.txt", |
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"ignored_speakers": null, |
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"language": "zul", |
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"phonemizer": "", |
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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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"formatter": "nchlt", |
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"dataset_name": "tts_zho", |
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"path": "", |
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"meta_file_train": "xho_metadata.txt", |
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"ignored_speakers": null, |
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"language": "xho", |
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"phonemizer": "", |
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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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"formatter": "nchlt", |
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"dataset_name": "tts_ven", |
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"path": "", |
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"meta_file_train": "ven_metadata.txt", |
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"ignored_speakers": null, |
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"language": "ven", |
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"phonemizer": "", |
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"meta_file_val": "", |
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"meta_file_attn_mask": "" |
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{ |
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"dataset_name": "tts_tso", |
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"path": "", |
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"meta_file_train": "tso_metadata.txt", |
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"language": "tso", |
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}, |
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{ |
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"formatter": "nchlt", |
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"dataset_name": "tts_tsn", |
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"path": "", |
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"meta_file_train": "tsn_metadata.txt", |
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"ignored_speakers": null, |
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"language": "tsn", |
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"phonemizer": "", |
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}, |
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{ |
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"formatter": "nchlt", |
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"path": "", |
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"meta_file_train": "sot_metadata.txt", |
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"ignored_speakers": null, |
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"language": "sot", |
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"phonemizer": "", |
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{ |
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"formatter": "nchlt", |
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"path": "", |
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"meta_file_train": "ssw_metadata.txt", |
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"language": "ssw", |
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}, |
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{ |
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"formatter": "nchlt", |
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"dataset_name": "tts_nbl", |
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"path": "", |
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"meta_file_train": "nbl_metadata.txt", |
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"ignored_speakers": null, |
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"language": "nbl", |
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"phonemizer": "", |
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"meta_file_val": "", |
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}, |
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{ |
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"formatter": "nchlt", |
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"dataset_name": "tts_nso", |
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"path": "", |
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"meta_file_train": "nso_metadata.txt", |
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"ignored_speakers": null, |
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"language": "nso", |
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"phonemizer": "", |
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} |
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], |
|
"test_sentences": [ |
|
[ |
|
"Something has to be put in place.", |
|
"p244", |
|
null, |
|
"eng" |
|
], |
|
[ |
|
"The gaseous matters (carbon dioxide, oxygen, nitrogen) enter the plant mainly by diffusion from the atmosphere,", |
|
"lq_eng_f", |
|
null, |
|
"eng" |
|
], |
|
[ |
|
"Anyone who was familiar with that area of Dallas would have known that the motorcade would probably pass the Texas School Book Depository to get from Main Street", |
|
"Leah", |
|
null, |
|
"eng" |
|
], |
|
[ |
|
"verbruik gedurende dieselfde", |
|
"lq_afr_f", |
|
null, |
|
"afr" |
|
], |
|
[ |
|
"In ons howe wil ons 'n regering van wette h\u00ea en nie van mans nie.", |
|
"Willem", |
|
null, |
|
"afr" |
|
], |
|
[ |
|
"persvrystellings aanbiedings tentoon", |
|
"adri", |
|
null, |
|
"afr" |
|
], |
|
[ |
|
"siphunyuke olakeni lukamama", |
|
"lq_zul_f", |
|
null, |
|
"zul" |
|
], |
|
[ |
|
"Abampofu bezwe elizungezile bahlala izigodlo zalo ezihlakazekile.", |
|
"thando", |
|
null, |
|
"zul" |
|
], |
|
[ |
|
"Futhi eyodwa enikeze izaba zokuphikisana nephakheji elinobuningi ekuseni ngakusasa ekuseni.", |
|
"Themba", |
|
null, |
|
"zul" |
|
], |
|
[ |
|
"le tjhabile le monatjana ho", |
|
"lq_sot_f", |
|
null, |
|
"sot" |
|
], |
|
[ |
|
"ha o ne o mpolella", |
|
"lq_sot_f", |
|
null, |
|
"sot" |
|
], |
|
[ |
|
"Ho sheba eufrate e kholo e koahelang phuleng ka tlase.", |
|
"lq_sot_f", |
|
null, |
|
"sot" |
|
], |
|
[ |
|
"pheji leyi ku fanele ku", |
|
"lq_tso_f", |
|
null, |
|
"tso" |
|
], |
|
[ |
|
"kota ku hlayela no langutisela", |
|
"lq_tso_f", |
|
null, |
|
"tso" |
|
], |
|
[ |
|
"vanwa milenge va kotaku tsutsuma", |
|
"lq_tso_f", |
|
null, |
|
"tso" |
|
], |
|
[ |
|
"motsu o o mo letshwaong", |
|
"lq_tsn_f", |
|
null, |
|
"tsn" |
|
], |
|
[ |
|
"itshokodisetsa eng tota ausi thando", |
|
"lq_tsn_f", |
|
null, |
|
"tsn" |
|
], |
|
[ |
|
"la kwa bogodimong jwa bolaodi", |
|
"lq_tsn_f", |
|
null, |
|
"tsn" |
|
], |
|
[ |
|
"kesinye nesinye isikhathi", |
|
"lq_nbl_m", |
|
null, |
|
"nbl" |
|
], |
|
[ |
|
"kibo boke abatlolisiweko", |
|
"lq_nbl_m", |
|
null, |
|
"nbl" |
|
], |
|
[ |
|
"kwamalungelo wabantu kanye", |
|
"lq_nbl_m", |
|
null, |
|
"nbl" |
|
], |
|
[ |
|
"nga thusa vhathu kana vhafarisi", |
|
"lq_ven_m", |
|
null, |
|
"ven" |
|
], |
|
[ |
|
"shumiselwaho vhutali i do tavhanyisa", |
|
"lq_ven_m", |
|
null, |
|
"ven" |
|
], |
|
[ |
|
"badela mushumi we a lova", |
|
"lq_ven_m", |
|
null, |
|
"ven" |
|
], |
|
[ |
|
"nanobe kuneluhlelo kwakhiwe", |
|
"lq_ssw_f", |
|
null, |
|
"ssw" |
|
], |
|
[ |
|
"umcimbi wekugidza umnandzi", |
|
"lq_ssw_f", |
|
null, |
|
"ssw" |
|
], |
|
[ |
|
"lomunye sitijabulisa ngawo", |
|
"lq_ssw_f", |
|
null, |
|
"ssw" |
|
], |
|
[ |
|
"ga setso se se itsego", |
|
"lq_nso_m", |
|
null, |
|
"nso" |
|
], |
|
[ |
|
"motho a ka ba a", |
|
"lq_nso_m", |
|
null, |
|
"nso" |
|
], |
|
[ |
|
"O ile a bolela gape gore o tla diri\u0161a sethunya ge e ba sebaka se ka t\u0161welela.", |
|
"lq_nso_m", |
|
null, |
|
"nso" |
|
], |
|
[ |
|
"ezigqibeleleyo zezemidlalo nezokuziphumza", |
|
"lq_xho_m", |
|
null, |
|
"xho" |
|
], |
|
[ |
|
"Ngeendlela zokufumana impilo ngokunyaniseka ukuba ilahlekile.", |
|
"lq_xho_m", |
|
null, |
|
"xho" |
|
], |
|
[ |
|
"nemeko yokuqesha yahlukene", |
|
"lq_xho_f", |
|
null, |
|
"xho" |
|
] |
|
], |
|
"eval_split_max_size": null, |
|
"eval_split_size": 0.01, |
|
"use_speaker_weighted_sampler": true, |
|
"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": { |
|
"num_chars": 236, |
|
"out_channels": 513, |
|
"spec_segment_size": 32, |
|
"hidden_channels": 192, |
|
"hidden_channels_ffn_text_encoder": 768, |
|
"num_heads_text_encoder": 2, |
|
"num_layers_text_encoder": 6, |
|
"kernel_size_text_encoder": 3, |
|
"dropout_p_text_encoder": 0.1, |
|
"dropout_p_duration_predictor": 0.5, |
|
"kernel_size_posterior_encoder": 5, |
|
"dilation_rate_posterior_encoder": 1, |
|
"num_layers_posterior_encoder": 16, |
|
"kernel_size_flow": 5, |
|
"dilation_rate_flow": 1, |
|
"num_layers_flow": 4, |
|
"resblock_type_decoder": "1", |
|
"resblock_kernel_sizes_decoder": [ |
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3, |
|
7, |
|
11 |
|
], |
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"resblock_dilation_sizes_decoder": [ |
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[ |
|
1, |
|
3, |
|
5 |
|
], |
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[ |
|
1, |
|
3, |
|
5 |
|
], |
|
[ |
|
1, |
|
3, |
|
5 |
|
] |
|
], |
|
"upsample_rates_decoder": [ |
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8, |
|
8, |
|
2, |
|
2 |
|
], |
|
"upsample_initial_channel_decoder": 512, |
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16, |
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4, |
|
4 |
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], |
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2, |
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3, |
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5, |
|
7, |
|
11 |
|
], |
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|
"noise_scale": 1.0, |
|
"inference_noise_scale": 0.667, |
|
"length_scale": 1, |
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"max_inference_len": null, |
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"init_discriminator": false, |
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"use_spectral_norm_disriminator": false, |
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"use_speaker_embedding": true, |
|
"num_speakers": 130, |
|
"speakers_file": "./models/11-ZA_multilingual/11_ZA-May-16-2023_12+09PM-0000000/speakers.pth", |
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"d_vector_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_dim": 0, |
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"detach_dp_input": true, |
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"use_language_embedding": true, |
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"embedded_language_dim": 12, |
|
"num_languages": 11, |
|
"language_ids_file": "./models/11-ZA_multilingual/11_ZA-May-16-2023_12+09PM-0000000/language_ids.json", |
|
"use_speaker_encoder_as_loss": false, |
|
"speaker_encoder_config_path": "", |
|
"speaker_encoder_model_path": "", |
|
"condition_dp_on_speaker": true, |
|
"freeze_encoder": false, |
|
"freeze_DP": false, |
|
"freeze_PE": false, |
|
"freeze_flow_decoder": false, |
|
"freeze_waveform_decoder": false, |
|
"encoder_sample_rate": null, |
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"interpolate_z": true, |
|
"reinit_DP": false, |
|
"reinit_text_encoder": false |
|
}, |
|
"lr_gen": 0.0002, |
|
"lr_disc": 0.0002, |
|
"lr_scheduler_gen": "ExponentialLR", |
|
"lr_scheduler_gen_params": { |
|
"gamma": 0.999875, |
|
"last_epoch": -1 |
|
}, |
|
"lr_scheduler_disc": "ExponentialLR", |
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"lr_scheduler_disc_params": { |
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"gamma": 0.999875, |
|
"last_epoch": -1 |
|
}, |
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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, |
|
"dur_loss_alpha": 1.0, |
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"speaker_encoder_loss_alpha": 1.0, |
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"return_wav": true, |
|
"use_weighted_sampler": false, |
|
"weighted_sampler_attrs": {}, |
|
"weighted_sampler_multipliers": {}, |
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"r": 1, |
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"num_speakers": 0, |
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"use_speaker_embedding": true, |
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"language_ids_file": "./models/11-ZA_multilingual/11_ZA-May-16-2023_12+09PM-0000000/language_ids.json", |
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"use_language_embedding": true, |
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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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} |