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tamil_latest/female/model/config.yaml

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+config: conf/tuning/train_fastspeech2.yaml
+print_config: false
+log_level: INFO
+drop_last_iter: false
+dry_run: false
+iterator_type: sequence
+valid_iterator_type: null
+output_dir: exp/tts_train_fastspeech2_raw_char_None
+ngpu: 1
+seed: 0
+num_workers: 1
+num_att_plot: 3
+dist_backend: nccl
+dist_init_method: env://
+dist_world_size: 2
+dist_rank: 0
+local_rank: 0
+dist_master_addr: localhost
+dist_master_port: 53899
+dist_launcher: null
+multiprocessing_distributed: true
+unused_parameters: false
+sharded_ddp: false
+cudnn_enabled: true
+cudnn_benchmark: false
+cudnn_deterministic: true
+collect_stats: false
+write_collected_feats: false
+max_epoch: 1000
+patience: null
+val_scheduler_criterion:
+- valid
+- loss
+early_stopping_criterion:
+- valid
+- loss
+- min
+best_model_criterion:
+-   - valid
+    - loss
+    - min
+-   - train
+    - loss
+    - min
+keep_nbest_models: 5
+nbest_averaging_interval: 0
+grad_clip: 1.0
+grad_clip_type: 2.0
+grad_noise: false
+accum_grad: 8
+no_forward_run: false
+resume: true
+train_dtype: float32
+use_amp: false
+log_interval: null
+use_matplotlib: true
+use_tensorboard: true
+create_graph_in_tensorboard: false
+use_wandb: false
+wandb_project: null
+wandb_id: null
+wandb_entity: null
+wandb_name: null
+wandb_model_log_interval: -1
+detect_anomaly: false
+use_adapter: false
+adapter: lora
+save_strategy: all
+adapter_conf: {}
+pretrain_path: null
+init_param: []
+ignore_init_mismatch: false
+freeze_param: []
+num_iters_per_epoch: 800
+batch_size: 20
+valid_batch_size: null
+batch_bins: 3000000
+valid_batch_bins: null
+train_shape_file:
+- exp/tts_stats_raw_char_None/train/text_shape.char
+- exp/tts_stats_raw_char_None/train/speech_shape
+valid_shape_file:
+- exp/tts_stats_raw_char_None/valid/text_shape.char
+- exp/tts_stats_raw_char_None/valid/speech_shape
+batch_type: numel
+valid_batch_type: null
+fold_length:
+- 150
+- 819200
+sort_in_batch: descending
+shuffle_within_batch: false
+sort_batch: descending
+multiple_iterator: false
+chunk_length: 500
+chunk_shift_ratio: 0.5
+num_cache_chunks: 1024
+chunk_excluded_key_prefixes: []
+chunk_default_fs: null
+chunk_max_abs_length: null
+chunk_discard_short_samples: true
+train_data_path_and_name_and_type:
+-   - dump/raw/tr_no_dev/text
+    - text
+    - text
+-   - duration_info/tr_no_dev/durations
+    - durations
+    - text_int
+-   - dump/raw/tr_no_dev/wav.scp
+    - speech
+    - sound
+-   - exp/tts_stats_raw_char_None/train/collect_feats/pitch.scp
+    - pitch
+    - npy
+-   - exp/tts_stats_raw_char_None/train/collect_feats/energy.scp
+    - energy
+    - npy
+valid_data_path_and_name_and_type:
+-   - dump/raw/dev/text
+    - text
+    - text
+-   - duration_info/dev/durations
+    - durations
+    - text_int
+-   - dump/raw/dev/wav.scp
+    - speech
+    - sound
+-   - exp/tts_stats_raw_char_None/valid/collect_feats/pitch.scp
+    - pitch
+    - npy
+-   - exp/tts_stats_raw_char_None/valid/collect_feats/energy.scp
+    - energy
+    - npy
+allow_variable_data_keys: false
+max_cache_size: 0.0
+max_cache_fd: 32
+allow_multi_rates: false
+valid_max_cache_size: null
+exclude_weight_decay: false
+exclude_weight_decay_conf: {}
+optim: adam
+optim_conf:
+    lr: 1.0
+scheduler: noamlr
+scheduler_conf:
+    model_size: 384
+    warmup_steps: 4000
+token_list:
+- <blank>
+- <unk>
+- <space>
+- $
+- ','
+- .
+- M
+- q
+- H
+- k
+- ख
+- g
+- घ
+- ङ
+- c
+- C
+- j
+- J
+- ञ
+- ट
+- ठ
+- ड
+- ढ
+- ण
+- t
+- थ
+- d
+- ध
+- n
+- ऩ
+- p
+- P
+- b
+- B
+- m
+- y
+- r
+- ऱ
+- l
+- ള
+- Z
+- w
+- श
+- ष
+- s
+- h
+- Y
+- ऽ
+- क
+- K
+- G
+- z
+- D
+- T
+- f
+- ॠ
+- ൺ
+- N
+- ർ
+- ൽ
+- ൾ
+- a
+- A
+- i
+- I
+- u
+- U
+- R
+- ऍ
+- e
+- E
+- ऐ
+- ऑ
+- o
+- O
+- औ
+- உ
+- <sos/eos>
+odim: null
+model_conf: {}
+use_preprocessor: true
+token_type: char
+bpemodel: null
+non_linguistic_symbols: null
+cleaner: null
+g2p: null
+feats_extract: fbank
+feats_extract_conf:
+    n_fft: 8192
+    hop_length: 1024
+    win_length: 4096
+    fs: 48000
+    fmin: 0
+    fmax: 24000
+    n_mels: 160
+normalize: global_mvn
+normalize_conf:
+    stats_file: exp/tts_stats_raw_char_None/train/feats_stats.npz
+tts: fastspeech2
+tts_conf:
+    adim: 384
+    aheads: 2
+    elayers: 4
+    eunits: 1536
+    dlayers: 4
+    dunits: 1536
+    positionwise_layer_type: conv1d
+    positionwise_conv_kernel_size: 3
+    duration_predictor_layers: 2
+    duration_predictor_chans: 256
+    duration_predictor_kernel_size: 3
+    postnet_layers: 5
+    postnet_filts: 5
+    postnet_chans: 256
+    use_masking: true
+    use_scaled_pos_enc: true
+    encoder_normalize_before: true
+    decoder_normalize_before: true
+    reduction_factor: 1
+    init_type: xavier_uniform
+    init_enc_alpha: 1.0
+    init_dec_alpha: 1.0
+    transformer_enc_dropout_rate: 0.2
+    transformer_enc_positional_dropout_rate: 0.2
+    transformer_enc_attn_dropout_rate: 0.2
+    transformer_dec_dropout_rate: 0.2
+    transformer_dec_positional_dropout_rate: 0.2
+    transformer_dec_attn_dropout_rate: 0.2
+    pitch_predictor_layers: 5
+    pitch_predictor_chans: 256
+    pitch_predictor_kernel_size: 5
+    pitch_predictor_dropout: 0.5
+    pitch_embed_kernel_size: 1
+    pitch_embed_dropout: 0.0
+    stop_gradient_from_pitch_predictor: true
+    energy_predictor_layers: 2
+    energy_predictor_chans: 256
+    energy_predictor_kernel_size: 3
+    energy_predictor_dropout: 0.5
+    energy_embed_kernel_size: 1
+    energy_embed_dropout: 0.0
+    stop_gradient_from_energy_predictor: false
+pitch_extract: dio
+pitch_extract_conf:
+    fs: 48000
+    n_fft: 8192
+    hop_length: 1024
+    f0max: 400
+    f0min: 80
+    reduction_factor: 1
+pitch_normalize: global_mvn
+pitch_normalize_conf:
+    stats_file: exp/tts_stats_raw_char_None/train/pitch_stats.npz
+energy_extract: energy
+energy_extract_conf:
+    fs: 48000
+    n_fft: 8192
+    hop_length: 1024
+    win_length: 4096
+    reduction_factor: 1
+energy_normalize: global_mvn
+energy_normalize_conf:
+    stats_file: exp/tts_stats_raw_char_None/train/energy_stats.npz
+required:
+- output_dir
+- token_list
+version: '202402'
+distributed: true

tamil_latest/female/model/energy_stats.npz

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+oid sha256:998fdeb0db5bdaa330485aa81b5ec28f4cc3b6a8e49b24d94cbcd59fdbeb68a3
+size 770

tamil_latest/female/model/feats_stats.npz

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+version https://git-lfs.github.com/spec/v1
+oid sha256:ff5b28693f3b2d2ae0d9a0946eafb27b740347aa3fa184760882aae0c17920f3
+size 2042

tamil_latest/female/model/model.pth

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+oid sha256:b41f330c8467b0bd3cd0c740a1205b23a6faec4aab36b69e4b84ff19aa548e8c
+size 152128410

tamil_latest/female/model/pitch_stats.npz

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+version https://git-lfs.github.com/spec/v1
+oid sha256:298bf17efb880eeb8271c00b583aa5b3077d633d48f14a6cf36c5ed7239d9157
+size 770

tamil_latest/female/model/text

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+shuffled_train_tamil_female_mono_06005 $uरsAgam irஉkkumbOdஉ iളamऐ tAnE warugiरadஉ appaडi unakkஉ enna uरsAgam waनdadஉ.
+shuffled_train_tamil_female_mono_06006 $rAma ऐyaङgArउkku aङgirude tan paङgaളA kUrkkA aडutta paङgaളA AyAwuडan koञjik koणडஉ नiरpadஉ teriनdadஉ.
+shuffled_train_tamil_female_mono_06007 $नamakkunnஉ kiडऐcca iनda Aटटa EmAttuऱada tawira wEरa waZi illऐnu muडiwஉ paणणuna aनda नari,Aडஉ kiटटa solluccu iङga नiरऐya नalla taणणi irஉkkஉ romba kuളircciyawum irஉkkஉ adAn romba saऩdOषattula kattiडEnnu solluccu.
+shuffled_train_tamil_female_mono_06008 $rAmAnujar orஉ ऩAളEnum awarउkkuttam illattil amudஉ seywikka wirumbinAr.
+shuffled_train_tamil_female_mono_06009 $नamacciwAyam enरஉ solwOmE enरa agattiyar नAradar टUyaटटऐ eZudinAr.
+shuffled_train_tamil_female_mono_06010 $wEda riषikku yadArtta ulagऐp pUraणamAga wiटटஉc sellum tऐriyamillऐ enbadஉ idiliruनdஉ terigiरadஉ.
+shuffled_train_tamil_female_mono_06011 $idஉkkஉ aनda siङgamum sammadiccadu uडanE reणडஉ mirugaङgaളum taङgaളOडa wAl reणडऐyum pakkattula iruनda koडiya payanbaडutti kaटटikkiटटஉ kugऐ pakkam pOccuङga.
+shuffled_train_tamil_female_mono_06012 $pEषanङgiऱa pErla kannAbinnAnnu kAsटyUm pOडuऱa AളuङgannA enakkஉ alarji.
+shuffled_train_tamil_female_mono_06013 $EdEdO kOषam seygiरArgaള sol sol makkaള enna kOषamiडugiरArgaള.
+shuffled_train_tamil_female_mono_06014 $mudalAളiyum awar uttarawum ऩErttiyAnawऐ enरum,uङgaളஉkkuttAn adil sila asऔgaryam enरum solluङgaള.
+shuffled_train_tamil_female_mono_06015 $ऩabuञjagan wiളakkam ऩabuञjagan enरa sol Aणdanmऐyinmऐ,ali enरa poruളgaളऐ uडऐyadஉ enरஉ agarAdigaള kUरuginरana.
+shuffled_train_tamil_female_mono_06016 $paZuwUrkkArargaള pOटटa kOटटऐ awar tAणडuwadillऐ enरஉ janaङgaള solgiरArgaള.
+shuffled_train_tamil_female_mono_06017 $warttaga adigarippAl irஉ नAडugaളum ippOdஉ idऐ innum irஉ Aणडugaളil pilliyan टAlarAkka.
+shuffled_train_tamil_female_mono_06018 $muttana pOttAളe,mudalragam,muraणऐ,mUkkuppoडi,mUटटऐk kaटटudal,mUटटऐt tiളuppudal,mUणAwadu ragam,mUणउkkumUणu ambAram,mElsilambu,moऩdऐppuडi.
+shuffled_train_tamil_female_mono_06019 $puttarऐ maरutta tiruwaളളuwar pऔttargaളin mAmisak koളgऐyऐyum wanmऐyAgak kaणडittஉ maऱउkkinऱAr.
+shuffled_train_tamil_female_mono_06020 $waruषA waruषam sennऐ puttagak kAटcila Owiyap pOटटi wऐppAङga.
+shuffled_train_tamil_female_mono_06021 $malEषiya tIbagaरpa pagudiyil uളളa makkaള togऐyAnadu sarAwak maटरum sabA pagudiyऐ wiडa maडaङgஉ adigamAgum.
+shuffled_train_tamil_female_mono_06022 $manidargaള,sambawaङgaള,piraccinऐgaള paटरiya tam AZamAna wiruppu weऱuppuk karuttugaളऐ weളiyiडuwar.
+shuffled_train_tamil_female_mono_06023 $iftஉ orஉ kAraणam paटरi iरऐwanऐ uyirऐ Eटरஉk koളളudal sahEdउkkirubऐ Agum.
+shuffled_train_tamil_female_mono_06024 $idil skuwAष kOrटkaള,paളudUkkum payiरsi mऐyam maटरum piटऩes mऐyaङgaള warum.
+shuffled_train_tamil_female_mono_06025 $iनda sarwIs Arambiccu koञja ऩAളlEyE नalla risalट,podஉ makkaളellAm romba sEbA fIl paणरAङga.
+shuffled_train_tamil_female_mono_06026 $orஉ pattஉ warusattउkku munnAlE नAn iनda wElऐdAn seydஉ koणडiruनdEn.
+shuffled_train_tamil_female_mono_06027 $idஉ kuरittஉ ञAnam kOटटaguppam pOlIs नilऐyattil pugAr koडuttAr.
+shuffled_train_tamil_female_mono_06028 $rahmAn,hArIsnu pirabala isऐyamऐp pAളargaളin hiट ऩambarsla sila pAडalgaളऐ eङga sटऐlla mAttiटटu,wEरa टEsटla koडuppOm.
+shuffled_train_tamil_female_mono_06029 $kiruषणऐ tuङgabattirऐ नadikkarऐ OramAy awargaളuडऐya rAjyamum peruhi waनdadஉ.
+shuffled_train_tamil_female_mono_06030 $paणडi manOgar kulgarniyiडam iनdiyAwil iऩdustAni saङgIdam payinरAr srudi.
+shuffled_train_tamil_female_mono_06031 $waटटiyum mudalum sAlऐyil warumbOdஉ miषkinin pudஉp paडam OऩAyum Aटटஉkkuटटiyum pOsटar pArttEn.
+shuffled_train_tamil_female_mono_06032 $AnAl,sIsaganऐk kaणडஉ payaनdஉ wilagi,awargaള ऩaटpAgawE iruनdArgaള.
+shuffled_train_tamil_female_mono_06033 $oruनAള akpar नagar waളam waनdArஉ,appa aङga iruनda marattஉ mEla ellAm Eरi ukkAनdஉ iruनdAङga.
+shuffled_train_tamil_female_mono_06034 $awankiटटa sErऩdirउkkiऱa seydi irஉkkஉ pAruङga aनda aളawஉkkஉ tAn siनdikka muडiyum eZuda muडiyum.
+shuffled_train_tamil_female_mono_06035 $ennennawO uणarwugaളin mOdalil kadirEsanum orஉ kaणam ayarनdஉ pOnAn.
+shuffled_train_tamil_female_mono_06036 $enna paडikkalAm,enरஉ taङgऐ weളiनAटटil irஉkkum aणणanஉkkஉ minnaञjal anuppa udawum menboruള idஉ.
+shuffled_train_tamil_female_mono_06037 $uडanE tannOडa magana aनda kaZuda mEla Etti wiटटuटटஉ kUडa sErनdஉ नaडaनdAr wiwasAyi.
+shuffled_train_tamil_female_mono_06038 $AणडAളin iniya pAsurattऐk kEटटஉ wiटटAyAnAl appuरam wAളऐyum wElऐyum wiटटeरiनdஉ wiटटஉ ennऐp pOl नIyum kaणणan mEl kAdal koणडஉ wiणणagara yAttirऐ kiളambi wiडuwAy unakkஉ AणडAള pAsuraङgaള teriyumA pAडuwAyA.
+shuffled_train_tamil_female_mono_06039 $ediril orஉ peruञjuwar teriनdadஉ.
+shuffled_train_tamil_female_mono_06040 $ellArum iरaङgiyAnadum appeणgaളil orutti ऐyO mudalऐ enरஉ kUwinAള.
+shuffled_train_tamil_female_mono_06041 $adu eZuttஉ,sol,poruള,yAppஉ,saऩdam,waZakkiyal,arasiyal,amऐcciyal,kaणiyam,kAऩdaruwam,kUttiyal paटरik kUरuginरadஉ.
+shuffled_train_tamil_female_mono_06042 $adஉ kuളirkkalAmgiऱadAla romba kuളir aडiccadu.
+shuffled_train_tamil_female_mono_06043 $insटiडiyUटटil kannaडap piriwil नaडippஉp payiरsiyil sErनdஉ paडikkiऱagAr siwAjirAw.
+shuffled_train_tamil_female_mono_06044 $षiwa paktiyil Iडubaटटஉp perumbAlum yOgattilum tiyAnattilum pUjऐyilum kAlamgaZippadAga kEളwi.
+shuffled_train_tamil_female_mono_06045 $wAyppஉ kiडऐkkum pOdellAm malऐyAളa iyakkuनargaള iduguरittஉ pEsi waruwadum sattiyam.
+shuffled_train_tamil_female_mono_06046 $AnAl sila miट kEp maटरum smAl kEp paङgugaള नiccayam aनda aളawஉ waളarcciyऐk kAटटakkUडum.
+shuffled_train_tamil_female_mono_06047 $appOdஉ aननAडஉ puraनda mannan,enऩAडu wiളऐwinऱip pOnamऐyAl yAn uङgaളऐk kAppAटरa iyalAdஉ.
+shuffled_train_tamil_female_mono_06048 $mudariऩda sटirAberip paZaङgaളin in maणam Aटरஉkkஉ mElE kamaZऩdadu.
+shuffled_train_tamil_female_mono_06049 $appuरam mammAwउkku annऐkkஉ AnadE,adஉ mAdiri skin pUrA taडittaडiyA taडittu yஉ wil lஉk ali.
+shuffled_train_tamil_female_mono_06050 $wAZwin magiZcci ellऐyऐk kaणडubiडittஉ wiडuwadஉ enरஉ weऱiyuडan iruनdAr.
+shuffled_train_tamil_female_mono_06051 $orஉ weളiनAटटஉ taniyAr maruनdஉ kambenikkஉ aनda fArmulAwऐ नAn ऐmbadஉ laटcattउkku wilऐ pEsiटटEn saनdiyA.
+shuffled_train_tamil_female_mono_06052 $appa kuZaनdऐ paruwattula iruनda pIrpAl orஉ kalla eडuttஉ awarumEla wIsuऱamAdiri ऩaडiccAn.
+shuffled_train_tamil_female_mono_06053 $uञjऐ ennum ujjani नAटटilum kumAra saणmuga kArttigEya waZibAडஉ akkAlattil siरappAga नaडaनdஉ waनdadஉ.
+shuffled_train_tamil_female_mono_06054 $koञja tUram pOnadஉkkஉ appuरam,orஉ pAटटi waनdஉ नI ellAm periya manusanA,sinna pऐyana नaडakka wiटटuडu नI ukkAनduटटஉ wariyEnu sonnAङga.
+shuffled_train_tamil_female_mono_06055 $aनdac samayam awwisAlamAna wIdi jana sUniyamAgak kAणappaटटadஉ Or,kAkkऐ aङgE kiडऐyAdஉ.
+shuffled_train_tamil_female_mono_06056 $kaZaटरik kaZittabin aणiyoणAs silambஉ enin wAളA kaणणagi silambஉ enak kUऱalamऐyum.
+shuffled_train_tamil_female_mono_06057 $unnadamAna marattin uccAणi kiളऐ onरil AZwArkkaडiyAn amarनdiruppadஉ teriनdadஉ OgO wIrawऐषणawarE नAn ummuडऐya tirஉkkaणgaളஉkkஉ awwaളawஉ iniyawanAga irஉkkiरEnA नAn ummऐ siरidஉ नanरAga pArkkiरEn.
+shuffled_train_tamil_female_mono_06058 $idஉkkஉ iणडarwyU oणणum tawarऱadilla summA pOy waनdஉ pAडudAn miccam.
+shuffled_train_tamil_female_mono_06059 $iनdap pOटटi tamiZaga ses wIrar Anaऩdiऱkum wIrAङganऐgaള.
+shuffled_train_tamil_female_mono_06060 $wasaऩdi paडiyarugE tayArAga kAttiruनda lisiyऐt tUkkik koणडஉ ऩagarऩdAn jOषwA.
+shuffled_train_tamil_female_mono_06061 $iनda waruषam Askarin wiषuwal ebekटasउkkup pOटटi pOटटa ऐनdஉ paडaङgaളil iraणडஉ paडaङgaള नAङgaള kirAfiks paणणadudAn.
+shuffled_train_tamil_female_mono_06062 $edirwIटटuk kUrऐgaള,kArgaള नiरkum weटटa weളi wIटटஉ wAsal,नaडऐbAdऐ eङgum uरऐनdஉ kiडakkiरadஉ.
+shuffled_train_tamil_female_mono_06063 $awaटरil नAlஉ pOnkaളऐ eडஉkkac solli wiटटஉ iraणडஉ maटटumE pOdum enऱiruऩdAr.
+shuffled_train_tamil_female_mono_06064 $adऐ awanஉkkஉ नIङgaള koडuttIrgaളA illawE illऐ appaडiyellAm EmAनduwiडa नAn unnऐp pOl EmAളiyA awaniडam muttirऐ mOdiram iruनdadஉ uणmऐ.

tamil_latest/male/model/config.yaml

@@ -0,0 +1,315 @@
+accum_grad: 8
+adapter: lora
+adapter_conf: {}
+allow_multi_rates: false
+allow_variable_data_keys: false
+batch_bins: 3000000
+batch_size: 20
+batch_type: numel
+best_model_criterion:
+- - valid
+  - loss
+  - min
+- - train
+  - loss
+  - min
+bpemodel: null
+chunk_default_fs: null
+chunk_discard_short_samples: true
+chunk_excluded_key_prefixes: []
+chunk_length: 500
+chunk_max_abs_length: null
+chunk_shift_ratio: 0.5
+cleaner: null
+collect_stats: false
+config: conf/tuning/train_fastspeech2.yaml
+create_graph_in_tensorboard: false
+cudnn_benchmark: false
+cudnn_deterministic: true
+cudnn_enabled: true
+detect_anomaly: false
+dist_backend: nccl
+dist_init_method: env://
+dist_launcher: null
+dist_master_addr: localhost
+dist_master_port: 52247
+dist_rank: 0
+dist_world_size: 2
+distributed: true
+drop_last_iter: false
+dry_run: false
+early_stopping_criterion:
+- valid
+- loss
+- min
+energy_extract: energy
+energy_extract_conf:
+  fs: 48000
+  hop_length: 1024
+  n_fft: 8192
+  reduction_factor: 1
+  win_length: 4096
+energy_normalize: global_mvn
+energy_normalize_conf:
+  stats_file: /home/speech/Fastspeech2_latest models/Fastspeech2_HS/tamil_latest/male/model/energy_stats.npz
+exclude_weight_decay: false
+exclude_weight_decay_conf: {}
+feats_extract: fbank
+feats_extract_conf:
+  fmax: 24000
+  fmin: 0
+  fs: 48000
+  hop_length: 1024
+  n_fft: 8192
+  n_mels: 160
+  win_length: 4096
+fold_length:
+- 150
+- 819200
+freeze_param: []
+g2p: null
+grad_clip: 1.0
+grad_clip_type: 2.0
+grad_noise: false
+ignore_init_mismatch: false
+init_param: []
+iterator_type: sequence
+keep_nbest_models: 5
+local_rank: 0
+log_interval: null
+log_level: INFO
+max_cache_fd: 32
+max_cache_size: 0.0
+max_epoch: 1000
+model_conf: {}
+multiple_iterator: false
+multiprocessing_distributed: true
+nbest_averaging_interval: 0
+ngpu: 1
+no_forward_run: false
+non_linguistic_symbols: null
+normalize: global_mvn
+normalize_conf:
+  stats_file: /home/speech/Fastspeech2_latest models/Fastspeech2_HS/tamil_latest/male/model/feats_stats.npz
+num_att_plot: 3
+num_cache_chunks: 1024
+num_iters_per_epoch: 800
+num_workers: 1
+odim: null
+optim: adam
+optim_conf:
+  lr: 1.0
+output_dir: exp/tts_train_fastspeech2_raw_char_None
+patience: null
+pitch_extract: dio
+pitch_extract_conf:
+  f0max: 350
+  f0min: 40
+  fs: 48000
+  hop_length: 1024
+  n_fft: 8192
+  reduction_factor: 1
+pitch_normalize: global_mvn
+pitch_normalize_conf:
+  stats_file: /home/speech/Fastspeech2_latest models/Fastspeech2_HS/tamil_latest/male/model/pitch_stats.npz
+pretrain_path: null
+print_config: false
+required:
+- output_dir
+- token_list
+resume: true
+save_strategy: all
+scheduler: noamlr
+scheduler_conf:
+  model_size: 384
+  warmup_steps: 4000
+seed: 0
+sharded_ddp: false
+shuffle_within_batch: false
+sort_batch: descending
+sort_in_batch: descending
+token_list:
+- <blank>
+- <unk>
+- <space>
+- $
+- ','
+- .
+- M
+- q
+- H
+- k
+- "\u0916"
+- g
+- "\u0918"
+- "\u0919"
+- c
+- C
+- j
+- J
+- "\u091E"
+- "\u091F"
+- "\u0920"
+- "\u0921"
+- "\u0922"
+- "\u0923"
+- t
+- "\u0925"
+- d
+- "\u0927"
+- n
+- "\u0929"
+- p
+- P
+- b
+- B
+- m
+- y
+- r
+- "\u0931"
+- l
+- "\u0D33"
+- Z
+- w
+- "\u0936"
+- "\u0937"
+- s
+- h
+- Y
+- "\u093D"
+- "\u0915"
+- K
+- G
+- z
+- D
+- T
+- f
+- "\u0960"
+- "\u0D7A"
+- N
+- "\u0D7C"
+- "\u0D7D"
+- "\u0D7E"
+- a
+- A
+- i
+- I
+- u
+- U
+- R
+- "\u090D"
+- e
+- E
+- "\u0910"
+- "\u0911"
+- o
+- O
+- "\u0914"
+- "\u0B89"
+- <sos/eos>
+token_type: char
+train_data_path_and_name_and_type:
+- - dump/raw/tr_no_dev/text
+  - text
+  - text
+- - duration_info/tr_no_dev/durations
+  - durations
+  - text_int
+- - dump/raw/tr_no_dev/wav.scp
+  - speech
+  - sound
+- - exp/tts_stats_raw_char_None/train/collect_feats/pitch.scp
+  - pitch
+  - npy
+- - exp/tts_stats_raw_char_None/train/collect_feats/energy.scp
+  - energy
+  - npy
+train_dtype: float32
+train_shape_file:
+- exp/tts_stats_raw_char_None/train/text_shape.char
+- exp/tts_stats_raw_char_None/train/speech_shape
+tts: fastspeech2
+tts_conf:
+  adim: 384
+  aheads: 2
+  decoder_normalize_before: true
+  dlayers: 4
+  dunits: 1536
+  duration_predictor_chans: 256
+  duration_predictor_kernel_size: 3
+  duration_predictor_layers: 2
+  elayers: 4
+  encoder_normalize_before: true
+  energy_embed_dropout: 0.0
+  energy_embed_kernel_size: 1
+  energy_predictor_chans: 256
+  energy_predictor_dropout: 0.5
+  energy_predictor_kernel_size: 3
+  energy_predictor_layers: 2
+  eunits: 1536
+  init_dec_alpha: 1.0
+  init_enc_alpha: 1.0
+  init_type: xavier_uniform
+  pitch_embed_dropout: 0.0
+  pitch_embed_kernel_size: 1
+  pitch_predictor_chans: 256
+  pitch_predictor_dropout: 0.5
+  pitch_predictor_kernel_size: 5
+  pitch_predictor_layers: 5
+  positionwise_conv_kernel_size: 3
+  positionwise_layer_type: conv1d
+  postnet_chans: 256
+  postnet_filts: 5
+  postnet_layers: 5
+  reduction_factor: 1
+  stop_gradient_from_energy_predictor: false
+  stop_gradient_from_pitch_predictor: true
+  transformer_dec_attn_dropout_rate: 0.2
+  transformer_dec_dropout_rate: 0.2
+  transformer_dec_positional_dropout_rate: 0.2
+  transformer_enc_attn_dropout_rate: 0.2
+  transformer_enc_dropout_rate: 0.2
+  transformer_enc_positional_dropout_rate: 0.2
+  use_masking: true
+  use_scaled_pos_enc: true
+unused_parameters: false
+use_adapter: false
+use_amp: false
+use_matplotlib: true
+use_preprocessor: true
+use_tensorboard: true
+use_wandb: false
+val_scheduler_criterion:
+- valid
+- loss
+valid_batch_bins: null
+valid_batch_size: null
+valid_batch_type: null
+valid_data_path_and_name_and_type:
+- - dump/raw/dev/text
+  - text
+  - text
+- - duration_info/dev/durations
+  - durations
+  - text_int
+- - dump/raw/dev/wav.scp
+  - speech
+  - sound
+- - exp/tts_stats_raw_char_None/valid/collect_feats/pitch.scp
+  - pitch
+  - npy
+- - exp/tts_stats_raw_char_None/valid/collect_feats/energy.scp
+  - energy
+  - npy
+valid_iterator_type: null
+valid_max_cache_size: null
+valid_shape_file:
+- exp/tts_stats_raw_char_None/valid/text_shape.char
+- exp/tts_stats_raw_char_None/valid/speech_shape
+version: '202402'
+wandb_entity: null
+wandb_id: null
+wandb_model_log_interval: -1
+wandb_name: null
+wandb_project: null
+write_collected_feats: false

tamil_latest/male/model/energy_stats.npz

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+oid sha256:d34b352ef0ac0a0d56ac613e9cbc8edcbd0a2ff6fca02a1ba8e7e8fdd8d44d59
+size 770

tamil_latest/male/model/feats_stats.npz

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+oid sha256:c530bcc3478562c3c84697b460664054757793faf111bbf0bace96af8d772da5
+size 2042

tamil_latest/male/model/model.pth

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+oid sha256:4d8a4d64a04bf2d5b19644460240f6634eeb2056d2dd7e5796f475ae587b246c
+size 152128410

tamil_latest/male/model/pitch_stats.npz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b16e095de0bdcec6f650e0c860012f893bcc4a8ecd4c47bb4255883f09338f7
+size 770

tamil_latest/male/model/text

@@ -0,0 +1,66 @@
+shuffled_train_tamil_male_mono_06543 $motta tEsattऐyum iणऐkka wEणडum enरஉ miguनda yOsanऐyuडan aनdak kAriyaङgaളऐc seydiruनdAr.
+shuffled_train_tamil_male_mono_06544 $uडanE ellA maनdirigaളum wऐraङgaളऐ piरakka ArambiccAङga.
+shuffled_train_tamil_male_mono_06545 $adumAdiriya orஉ wArattஉkkஉ appuऱamA aनda pऐyana aङga kUटटiटटஉ pOnAङga.
+shuffled_train_tamil_male_mono_06546 $ten Aprikka,spAniष moZigaളilum iनda kArटटUn kadऐ weളiwara Arambittadஉ.
+shuffled_train_tamil_male_mono_06547 $adஉkkஉ kuऱऐञju kEkkAdE,kEs pOटटஉ pArtturalAm wakkIla sAr,kEs illऐppA.
+shuffled_train_tamil_male_mono_06548 $eppaडik kAy ऩagarttinAl Aङgila kAlaniyऐ uruwAkka muडiyum enरa wittऐ teriनdawar rAbiളs.
+shuffled_train_tamil_male_mono_06549 $waralAरஉ enbadan aडippaडऐyil tAn manidanउkkuള waनdஉ sErनduളളa kalऐgaള,meyyiyal enरஉ toडaङgip palawaटऱऐyum नAm pEsamuडiyum.
+shuffled_train_tamil_male_mono_06550 $oruwar waङgiyil kaडan wAङgi suyadoZil seywadஉ periya wiषayamalla.
+shuffled_train_tamil_male_mono_06551 $Or abalऐt tAyin kaडऐsi Asऐ enरa kadऐ soनdak kaणawanAl waञjikkappaटटa Or abalऐyin kadऐ.
+shuffled_train_tamil_male_mono_06552 $sila waruडaङgaള senरabin eङgaളஉkkஉ aनdap pEyp payam koञjam pOyiruनdadஉ.
+shuffled_train_tamil_male_mono_06553 $minsArattऐc sEmikka wEणडum enbadऐ palwEरஉ wiളambaraङgaള mUlam नAളdOरum makkaളஉkkஉ arasஉ aरiwuरuttugiरadஉ.
+shuffled_train_tamil_male_mono_06554 $lAl puषp नamakkuള irஉkkum pOrAटटattin,uऩdudalin uणmऐyAna weളippAडudAn ilakkiyamAy malara muडiyum.
+shuffled_train_tamil_male_mono_06555 $AnAl ulagap pirasitti peटरa wisuwaनAdar kOyilAl wisuwaनAdar kaटटaडam enरஉ adaरkஉp peyarillऐ.
+shuffled_train_tamil_male_mono_06556 $uडanE tannOडa maganऐyum kUडa Ettikkiटटu oणणA payaणam seञjAru awarஉ.
+shuffled_train_tamil_male_mono_06557 $appadAn नamakkஉ orஉ pirasnऐ waनdA,adऐ orஉ mUणAm manuषan kiटटa wiडaणumnu purञjउkkiटटEn.
+shuffled_train_tamil_male_mono_06558 $kallऐ Urஉkkuള sellum pOdஉ awwUrऐs sErनdawargaള eङgaള Uril kudirऐ mEl Eरic sellak kUडAdஉ.
+shuffled_train_tamil_male_mono_06559 $awan awaളiडam नeruङgi नinरஉ mUnरஉ नAnkஉ नimiषam pEsinAn.
+shuffled_train_tamil_male_mono_06560 $uणawஉ नiरuttum kAlam नAnkAm नAളilO ऐनdAm नAളilO iwऐ uणawஉ uटkoളളuwadऐ नiरutti wiडuginरana.
+shuffled_train_tamil_male_mono_06561 $Eडugaളil eZudiya eणणaटरa kaटटurऐgaളum,mAऩAडugaളil muZaङgiya Aywurऐgaളum awwऐ awargaളin wiZumiya pulamऐ नalattऐp paऱऐsAटऱina.
+shuffled_train_tamil_male_mono_06562 $mOडiyin timir awarऐ tOरkaडikkum enkiरAr mAनila kAङgiras podஉc seyalAളar tIbak pabAriyA.
+shuffled_train_tamil_male_mono_06563 $mEरkஉ mugamAy amऐनda murugan Alayattiऱkuള नuZऐनdadum,mAडattup piളളऐyArऐ waZibaटटஉ,murugap perumAnin aZagiya tirउkkOlattऐk kAणalAm.
+shuffled_train_tamil_male_mono_06564 $waडakkE kanyAgupjattil harषawarttanar waruषaनdOरum नaडattum uरsawattऐp paटरit teriyumallawA नarasimmA.
+shuffled_train_tamil_male_mono_06565 $sugaनdi tEwagiya waccA,enakkஉ uङgaളऐp patti onnum teriyAdE,नAङga solरOm.
+shuffled_train_tamil_male_mono_06566 $sammar Ap enरa iनdap paडattil iwarஉkkஉ jOडiyAga नaडippadஉ sigaऩdar kEr.
+shuffled_train_tamil_male_mono_06567 $नAn pAडal eZudiya mudal paडam sऔbAkkiyadi enरAr paZaऩiccAmi.
+shuffled_train_tamil_male_mono_06568 $wO,amerikkAwO,ऐrOppiya yUniyanO talऐyiटटAl awargaളऐyum samAളikka wEणडum.
+shuffled_train_tamil_male_mono_06569 $kiषan saऩdarin moZi peyarppuk kadऐyऐ uളളaडakkiya नAn sAga mAटटEn enbadum kuरippiडat taguनda orஉ नUl Agum.
+shuffled_train_tamil_male_mono_06570 $teriyumA teriyawillऐ ammaणi enakkஉ maनdiramum teriyAdஉ jOsiyamum teriyAdஉ unnऐ नEटरஉk kAlऐyil pArttadஉ mudal unnuडऐya ञAbagamAgawE iruनdadஉ.
+shuffled_train_tamil_male_mono_06571 $orumuरऐ iनda waZiyil wEऱeAru paडattiरkAga kIZE pAyऩdabEAdu sटiyariङ sakkaram uडऐनdஉ enadஉ kAlgaളऐp padam pArttஉ wiटटadஉ.
+shuffled_train_tamil_male_mono_06572 $appOdஉ siwagAmiyum aनda iडattஉkkஉ waनdஉ sErawE putta pikषஉ awaളऐ Eरiटटஉp pArttuwiटटஉ siwagAmiyiडam नIङgaള ellA wiwaraङgaളऐyum solla wEणडum.
+shuffled_train_tamil_male_mono_06573 $awwAरE,enbadum munsuZiyAm AydattOडu lagaram sErऩdiणऐऩda karaनda eZuttஉ enbar apperiyAr lagarattin urasoli adu enbadAyiऱ.
+shuffled_train_tamil_male_mono_06574 $iwwAरஉ hiटlarum jerman paडऐgaളum sOwiyat turuppugaളAl muटऱugऐyiडap paटटஉ tappikkum ubAyam inरi maणigaള kaडaनdana.
+shuffled_train_tamil_male_mono_06575 $orஉ नAള karuppusAmi tAnam koडuttउkkiटटu irஉkkuरa iडattஉkkஉ waनdஉ,unnOडa ऩilatta uङga appA eppawO eङga appA kiटटa wittuटटAru,adउkkAna sAटci iनda pऐla irउkkunu sonnAn.
+shuffled_train_tamil_male_mono_06576 $jeyicciटटu waनdA innum नiरऐya sAdikkaणumnu adஉkkAga eppaडi uZऐkkaणumnu kattuk kuडuppOm enरAr.
+shuffled_train_tamil_male_mono_06577 $atri,pirugu,kutsar,wasटटar,kऔdamar,tAsyabar,Aङgirasar enbawargaളE ammuniwargaള.
+shuffled_train_tamil_male_mono_06578 $tamiZ enbadan pinnum iwwAरஉ agaras sAriyऐ peटऱum peऱAdum,walloटऱu mikkum warum.
+shuffled_train_tamil_male_mono_06579 $टijiटटal wIडiyO ऩAडAkkaള,pOnरadஉ.
+shuffled_train_tamil_male_mono_06580 $नaनdini kambIra pAwattuडan waनdiyattEwanऐp pArttஉ ऐyA नIr iनdak kOटटऐyiliruनdஉ uyirOडஉ tappic sella eणणugiरIr allawA enरஉ kEटटAള.
+shuffled_train_tamil_male_mono_06581 $appaडi sariyA madippiडuऱawaङgaളउkku miga periya parisஉ kAttirउkku,नAളऐkkஉ araणmanऐkkஉ waनdஉ wAङgikkOङgannu sonnArஉ.
+shuffled_train_tamil_male_mono_06582 $iruള mAളigऐ kAणAmaरpOna waनdiyattEwan enna AnAn enbadऐ ippOdஉ नAm kawanikkalAm.
+shuffled_train_tamil_male_mono_06583 $uram piरaनda kadऐ teriyumA uङgaളஉkkஉ,teriyAdஉ enbadubOl mUwarumE iषimurAwऐp pArttArgaള.
+shuffled_train_tamil_male_mono_06584 $idஉ kAlऐyil नAlarऐ maणikkஉ wAnattil tOnऱuwadAl idanऐ wiडiweളളi ena aZऐkkinऱArgaള.
+shuffled_train_tamil_male_mono_06585 $idऐppOlawE kuZaनdऐyin AZनda tanmऐyAnadஉ EZஉ muऱऐyanऱu,AnAl EZஉ eZubadஉ muरऐ mElE tOnरugiरadஉ.
+shuffled_train_tamil_male_mono_06586 $adஉkkஉ appuऱamA नari kiटटa solluccu,ऩariyArE नamakkஉ sulabamA innऐkkஉ iरऐ kiडऐccuडuccu,AnA enakkஉ innum sOmbEऱittanamA irஉkkஉ adanAla नAn koञjam Oywஉ eडuttuटटஉ warरEn.
+shuffled_train_tamil_male_mono_06587 $sigiccऐyil kuरऐyillऐ enरஉ tIrppஉk kUरiya mAनilak kamiषan,srIwillipputtUr नugarwOr नIdimanरam aളitta uttarawऐyum rattஉ seydadஉ.
+shuffled_train_tamil_male_mono_06588 $टEsaणड,pEsaट hawuणड,pulडAk नAygaളin kAdugaളil muडi irஉkkAdஉ.
+shuffled_train_tamil_male_mono_06589 $AdalAl tAn नAm iwwaളawஉ kAlamEnum taङgi wAZनdஉ waनdirஉkkiरOm enbadஉ awwiञञAniyin muडiwஉ.
+shuffled_train_tamil_male_mono_06590 $adஉ romba mukkiyam sAr,ippO orஉ hIrO suwattउkkiटटa sErla uटkArऩdirउkkAr.
+shuffled_train_tamil_male_mono_06591 $kOडi rUbAy aളawஉkkஉ नidi mOsaडi seydஉ,ऐ.
+shuffled_train_tamil_male_mono_06592 $appIjE surEऩdirA kurUp enkiरa नiरuwanattin motta wiyAbArattn madippஉ sumAr Ayirattil ऐनUरஉ kOडikkum mEl.
+shuffled_train_tamil_male_mono_06593 $aनda aളawaटरa Anaनdattil iളawarasi tanakkஉ udawi puriनda sarpparAjanऐ aरawE maरaनdஉ wiटटAള.
+shuffled_train_tamil_male_mono_06594 $aZagiya mayil,orஉ kAटटula orஉ mayil wAZऩdugiटटu waनduccஉ.
+shuffled_train_tamil_male_mono_06595 $AnwIksigI enak kऔडilyar tam poruള नUlil idanऐk kuऱippAr.
+shuffled_train_tamil_male_mono_06596 $enरum,enरum,enरum sollappaडum mEरkattiya soरkaളऐ नagar,enरa tamiZc sollin tiribugaളE.
+shuffled_train_tamil_male_mono_06597 $ippaडippaटटa sUZनilऐyil ayOtti नagaril koളളऐyargaള aटटagAsam adigarittadஉ.
+shuffled_train_tamil_male_mono_06598 $kawiञargaളin kadiyAna karuणऐ waളളal wAZga paणडida watsalarAgiya parAनdaga sakkarawarttiyin tirஉp pErar नIडUZi wAZga enरஉ wAZttinArgaള.
+shuffled_train_tamil_male_mono_06599 $mUrttiyuडan sErनdஉ pOga muडiyAdஉ enbadAlEyE pas payaणattऐt tawirttஉ,नaडaनdE waruwAn rawi.
+shuffled_train_tamil_male_mono_06600 $AnAl mUwarum maनdabutti uडऐyawargaളAga iruनdanar.
+shuffled_train_tamil_male_mono_06601 $jIragam,kaडugஉ,tuwaram paruppஉ,maञjaള poडi,uppஉ,wiളakkeणणey,ellAwaटरऐyum onरAgak kalakkawum.
+shuffled_train_tamil_male_mono_06602 $orஉ wAram warऐ Arpiyas karऐyil amarनdஉ tEmbikkoणडu,uणawinरi maणणAlum puZudiyAlum maऱऐkkappaटटuk kiडaनdAn.
+shuffled_train_tamil_male_mono_06603 $pakkattil waनdஉ,नAn koञjam Asiramattup pakkam pOyiटटஉ warEn.
+shuffled_train_tamil_male_mono_06604 $en poऱumऐkkum ellऐyuणडu rajani,adऐ maऱakkAdE,enरAn.
+shuffled_train_tamil_male_mono_06605 $kalgi pattirigऐ toडaङgiya pudidil sila नaणbargaള toडargadऐ eZudumbaडi kEटटArgaള.
+shuffled_train_tamil_male_mono_06606 $aञjAdE paडattऐ aञjAmal iyakkiya टऐrakटar miषkin aडuttஉ orஉ Akषan paडattऐ iyakkawuളളAr.
+shuffled_train_tamil_male_mono_06607 $anbuളളa टAkटar mAmAwஉkkஉ,edऐyum wiञञAna rIdiyAga ArAyum mElनAटटஉ sAstiraङgaളऐ yellAm karऐ kaणडawar नIङgaള.
+shuffled_train_tamil_male_mono_06608 $awan tinamum kAटटஉkkஉ pakkattula irஉkkuरa malऐkkஉ Aडஉ mEykka pOwAn.

telugu_latest/female/model/config.yaml

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+accum_grad: 8
+adapter: lora
+adapter_conf: {}
+allow_multi_rates: false
+allow_variable_data_keys: false
+batch_bins: 3000000
+batch_size: 20
+batch_type: numel
+best_model_criterion:
+- - valid
+  - loss
+  - min
+- - train
+  - loss
+  - min
+bpemodel: null
+chunk_default_fs: null
+chunk_discard_short_samples: true
+chunk_excluded_key_prefixes: []
+chunk_length: 500
+chunk_max_abs_length: null
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+cleaner: null
+collect_stats: false
+config: conf/tuning/train_fastspeech2.yaml
+create_graph_in_tensorboard: false
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+cudnn_deterministic: true
+cudnn_enabled: true
+detect_anomaly: false
+dist_backend: nccl
+dist_init_method: env://
+dist_launcher: null
+dist_master_addr: localhost
+dist_master_port: 51589
+dist_rank: 0
+dist_world_size: 2
+distributed: true
+drop_last_iter: false
+dry_run: false
+early_stopping_criterion:
+- valid
+- loss
+- min
+energy_extract: energy
+energy_extract_conf:
+  fs: 48000
+  hop_length: 1024
+  n_fft: 8192
+  reduction_factor: 1
+  win_length: 4096
+energy_normalize: global_mvn
+energy_normalize_conf:
+  stats_file: /home/speech/Fastspeech2_HS/telugu_latest/female/model/energy_stats.npz
+exclude_weight_decay: false
+exclude_weight_decay_conf: {}
+feats_extract: fbank
+feats_extract_conf:
+  fmax: 24000
+  fmin: 0
+  fs: 48000
+  hop_length: 1024
+  n_fft: 8192
+  n_mels: 160
+  win_length: 4096
+fold_length:
+- 150
+- 819200
+freeze_param: []
+g2p: null
+grad_clip: 1.0
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+log_level: INFO
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+max_epoch: 1000
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+multiprocessing_distributed: true
+nbest_averaging_interval: 0
+ngpu: 1
+no_forward_run: false
+non_linguistic_symbols: null
+normalize: global_mvn
+normalize_conf:
+  stats_file: /home/speech/Fastspeech2_HS/telugu_latest/female/model/feats_stats.npz
+num_att_plot: 3
+num_cache_chunks: 1024
+num_iters_per_epoch: 800
+num_workers: 1
+odim: null
+optim: adam
+optim_conf:
+  lr: 1.0
+output_dir: exp/tts_train_fastspeech2_raw_char_None
+patience: null
+pitch_extract: dio
+pitch_extract_conf:
+  f0max: 400
+  f0min: 80
+  fs: 48000
+  hop_length: 1024
+  n_fft: 8192
+  reduction_factor: 1
+pitch_normalize: global_mvn
+pitch_normalize_conf:
+  stats_file: /home/speech/Fastspeech2_HS/telugu_latest/female/model/pitch_stats.npz
+pretrain_path: null
+print_config: false
+required:
+- output_dir
+- token_list
+resume: true
+save_strategy: all
+scheduler: noamlr
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+  model_size: 384
+  warmup_steps: 4000
+seed: 0
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+- <blank>
+- <unk>
+- <space>
+- $
+- ','
+- .
+- M
+- q
+- H
+- k
+- "\u0916"
+- g
+- "\u0918"
+- "\u0919"
+- c
+- C
+- j
+- J
+- "\u091E"
+- "\u091F"
+- "\u0920"
+- "\u0921"
+- "\u0922"
+- "\u0923"
+- t
+- "\u0925"
+- d
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+- n
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+- p
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+- "\u0931"
+- l
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+- "\u0936"
+- "\u0937"
+- s
+- h
+- Y
+- "\u093D"
+- "\u0915"
+- K
+- G
+- z
+- D
+- T
+- f
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+- "\u0D7A"
+- N
+- "\u0D7C"
+- "\u0D7D"
+- "\u0D7E"
+- a
+- A
+- i
+- I
+- u
+- U
+- R
+- "\u090D"
+- e
+- E
+- "\u0910"
+- "\u0911"
+- o
+- O
+- "\u0914"
+- "\u0B89"
+- <sos/eos>
+token_type: char
+train_data_path_and_name_and_type:
+- - dump/raw/tr_no_dev/text
+  - text
+  - text
+- - duration_info/tr_no_dev/durations
+  - durations
+  - text_int
+- - dump/raw/tr_no_dev/wav.scp
+  - speech
+  - sound
+- - exp/tts_stats_raw_char_None/train/collect_feats/pitch.scp
+  - pitch
+  - npy
+- - exp/tts_stats_raw_char_None/train/collect_feats/energy.scp
+  - energy
+  - npy
+train_dtype: float32
+train_shape_file:
+- exp/tts_stats_raw_char_None/train/text_shape.char
+- exp/tts_stats_raw_char_None/train/speech_shape
+tts: fastspeech2
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+  aheads: 2
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+  duration_predictor_kernel_size: 3
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+  energy_embed_dropout: 0.0
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+  energy_predictor_dropout: 0.5
+  energy_predictor_kernel_size: 3
+  energy_predictor_layers: 2
+  eunits: 1536
+  init_dec_alpha: 1.0
+  init_enc_alpha: 1.0
+  init_type: xavier_uniform
+  pitch_embed_dropout: 0.0
+  pitch_embed_kernel_size: 1
+  pitch_predictor_chans: 256
+  pitch_predictor_dropout: 0.5
+  pitch_predictor_kernel_size: 5
+  pitch_predictor_layers: 5
+  positionwise_conv_kernel_size: 3
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+  postnet_chans: 256
+  postnet_filts: 5
+  postnet_layers: 5
+  reduction_factor: 1
+  stop_gradient_from_energy_predictor: false
+  stop_gradient_from_pitch_predictor: true
+  transformer_dec_attn_dropout_rate: 0.2
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+  use_masking: true
+  use_scaled_pos_enc: true
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+use_amp: false
+use_matplotlib: true
+use_preprocessor: true
+use_tensorboard: true
+use_wandb: false
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+- valid
+- loss
+valid_batch_bins: null
+valid_batch_size: null
+valid_batch_type: null
+valid_data_path_and_name_and_type:
+- - dump/raw/dev/text
+  - text
+  - text
+- - duration_info/dev/durations
+  - durations
+  - text_int
+- - dump/raw/dev/wav.scp
+  - speech
+  - sound
+- - exp/tts_stats_raw_char_None/valid/collect_feats/pitch.scp
+  - pitch
+  - npy
+- - exp/tts_stats_raw_char_None/valid/collect_feats/energy.scp
+  - energy
+  - npy
+valid_iterator_type: null
+valid_max_cache_size: null
+valid_shape_file:
+- exp/tts_stats_raw_char_None/valid/text_shape.char
+- exp/tts_stats_raw_char_None/valid/speech_shape
+version: '202402'
+wandb_entity: null
+wandb_id: null
+wandb_model_log_interval: -1
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+wandb_project: null
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telugu_latest/male/model/config.yaml

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+allow_multi_rates: false
+allow_variable_data_keys: false
+batch_bins: 3000000
+batch_size: 20
+batch_type: numel
+best_model_criterion:
+- - valid
+  - loss
+  - min
+- - train
+  - loss
+  - min
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+chunk_excluded_key_prefixes: []
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+detect_anomaly: false
+dist_backend: nccl
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+dist_rank: 0
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+dry_run: false
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+- valid
+- loss
+- min
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+  hop_length: 1024
+  n_fft: 8192
+  reduction_factor: 1
+  win_length: 4096
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+exclude_weight_decay: false
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+  fmin: 0
+  fs: 48000
+  hop_length: 1024
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+  n_mels: 160
+  win_length: 4096
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+- - dump/raw/tr_no_dev/text
+  - text
+  - text
+- - duration_info/tr_no_dev/durations
+  - durations
+  - text_int
+- - dump/raw/tr_no_dev/wav.scp
+  - speech
+  - sound
+- - exp/tts_stats_raw_char_None/train/collect_feats/pitch.scp
+  - pitch
+  - npy
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+- exp/tts_stats_raw_char_None/train/speech_shape
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+- loss
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+  - durations
+  - text_int
+- - dump/raw/dev/wav.scp
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+  - sound
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+- exp/tts_stats_raw_char_None/valid/speech_shape
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