| sample_rate: 16000 | |
| log_prediction: true | |
| ctc_reduction: mean_batch | |
| train_ds: | |
| manifest_filepath: /data/NeMo_ASR_SET/English/v2.0/train/tarred_audio_manifest.json | |
| sample_rate: 16000 | |
| batch_size: 64 | |
| shuffle: true | |
| num_workers: 8 | |
| pin_memory: true | |
| use_start_end_token: false | |
| trim_silence: false | |
| max_duration: 20.0 | |
| min_duration: 0.1 | |
| shuffle_n: 2048 | |
| is_tarred: true | |
| tarred_audio_filepaths: /data/NeMo_ASR_SET/English/v2.0/train/audio__OP_0..4095_CL_.tar | |
| validation_ds: | |
| manifest_filepath: | |
| - /data/ASR/LibriSpeech/librispeech_withsp2/manifests/librivox-dev-other.json | |
| - /data/ASR/LibriSpeech/librispeech_withsp2/manifests/librivox-dev-clean.json | |
| - /data/ASR/LibriSpeech/librispeech_withsp2/manifests/librivox-test-other.json | |
| - /data/ASR/LibriSpeech/librispeech_withsp2/manifests/librivox-test-clean.json | |
| sample_rate: 16000 | |
| batch_size: 64 | |
| shuffle: false | |
| num_workers: 8 | |
| pin_memory: true | |
| use_start_end_token: false | |
| is_tarred: false | |
| tarred_audio_filepaths: na | |
| test_ds: | |
| manifest_filepath: | |
| - /data/ASR/LibriSpeech/librispeech_withsp2/manifests/librivox-test-other.json | |
| - /data/ASR/LibriSpeech/librispeech_withsp2/manifests/librivox-dev-clean.json | |
| - /data/ASR/LibriSpeech/librispeech_withsp2/manifests/librivox-dev-other.json | |
| - /data/ASR/LibriSpeech/librispeech_withsp2/manifests/librivox-test-clean.json | |
| sample_rate: 16000 | |
| batch_size: 64 | |
| shuffle: false | |
| num_workers: 8 | |
| pin_memory: true | |
| use_start_end_token: false | |
| is_tarred: false | |
| tarred_audio_filepaths: na | |
| tokenizer: | |
| dir: /tokenizers/NeMo_ASR_SET/English/asr_set_2.0/tokenizer_spe_unigram_v1024/ | |
| type: bpe | |
| model_path: nemo:977d4e24975b431ebb44f2dfcdea8778_tokenizer.model | |
| vocab_path: nemo:29fcf21b9e6e4fb5b1ba0bb1efd4197e_vocab.txt | |
| spe_tokenizer_vocab: nemo:cf241f7e4d904eaea46bb96f21dd0b1d_tokenizer.vocab | |
| preprocessor: | |
| _target_: nemo.collections.asr.modules.AudioToMelSpectrogramPreprocessor | |
| sample_rate: 16000 | |
| normalize: per_feature | |
| window_size: 0.025 | |
| window_stride: 0.01 | |
| window: hann | |
| features: 80 | |
| n_fft: 512 | |
| log: true | |
| frame_splicing: 1 | |
| dither: 1.0e-05 | |
| pad_to: 0 | |
| pad_value: 0.0 | |
| spec_augment: | |
| _target_: nemo.collections.asr.modules.SpectrogramAugmentation | |
| freq_masks: 2 | |
| time_masks: 5 | |
| freq_width: 27 | |
| time_width: 0.05 | |
| encoder: | |
| _target_: nemo.collections.asr.modules.ConformerEncoder | |
| feat_in: 80 | |
| feat_out: -1 | |
| n_layers: 16 | |
| d_model: 176 | |
| subsampling: striding | |
| subsampling_factor: 4 | |
| subsampling_conv_channels: 176 | |
| ff_expansion_factor: 4 | |
| self_attention_model: rel_pos | |
| n_heads: 4 | |
| att_context_size: | |
| - -1 | |
| - -1 | |
| xscaling: true | |
| untie_biases: true | |
| pos_emb_max_len: 5000 | |
| conv_kernel_size: 31 | |
| dropout: 0.1 | |
| dropout_emb: 0.0 | |
| dropout_att: 0.1 | |
| decoder: | |
| _target_: nemo.collections.asr.modules.ConvASRDecoder | |
| feat_in: 176 | |
| num_classes: 1024 | |
| vocabulary: | |
| - <unk> | |
| - s | |
| - ▁the | |
| - ▁a | |
| - t | |
| - ▁to | |
| - ▁and | |
| - ▁i | |
| - ▁of | |
| - '''' | |
| - ed | |
| - ▁in | |
| - d | |
| - ing | |
| - 'n' | |
| - e | |
| - ▁it | |
| - ▁that | |
| - ▁you | |
| - 'y' | |
| - er | |
| - r | |
| - ▁for | |
| - m | |
| - ▁is | |
| - ▁he | |
| - re | |
| - ▁was | |
| - ▁be | |
| - p | |
| - ly | |
| - ▁so | |
| - ▁we | |
| - a | |
| - g | |
| - o | |
| - ▁c | |
| - b | |
| - u | |
| - ▁on | |
| - ▁have | |
| - ▁but | |
| - ll | |
| - ▁with | |
| - ▁re | |
| - or | |
| - ▁s | |
| - al | |
| - ▁do | |
| - ▁know | |
| - ar | |
| - ▁they | |
| - ▁not | |
| - ▁as | |
| - ▁this | |
| - in | |
| - le | |
| - ▁e | |
| - ▁are | |
| - ▁like | |
| - c | |
| - ▁uh | |
| - ri | |
| - ▁me | |
| - ▁his | |
| - ▁at | |
| - l | |
| - es | |
| - ▁de | |
| - ▁yeah | |
| - ▁can | |
| - k | |
| - ▁or | |
| - ▁my | |
| - ▁all | |
| - ▁had | |
| - ▁there | |
| - ▁will | |
| - ▁one | |
| - il | |
| - ▁no | |
| - ▁what | |
| - en | |
| - ck | |
| - ▁b | |
| - ▁f | |
| - ce | |
| - ch | |
| - i | |
| - ▁by | |
| - ▁she | |
| - ▁from | |
| - ▁an | |
| - ic | |
| - ur | |
| - ve | |
| - w | |
| - ter | |
| - la | |
| - ▁if | |
| - ▁just | |
| - th | |
| - li | |
| - ▁ | |
| - ▁her | |
| - ▁um | |
| - 'on' | |
| - ation | |
| - ▁w | |
| - ▁would | |
| - f | |
| - te | |
| - ▁st | |
| - ▁go | |
| - ir | |
| - it | |
| - ▁out | |
| - ro | |
| - ▁pa | |
| - ▁were | |
| - ▁g | |
| - ▁t | |
| - ion | |
| - ▁think | |
| - an | |
| - ▁right | |
| - ▁about | |
| - se | |
| - lo | |
| - ent | |
| - ▁up | |
| - ment | |
| - ate | |
| - ▁when | |
| - h | |
| - ne | |
| - ▁don | |
| - ▁has | |
| - ▁also | |
| - ▁more | |
| - ▁see | |
| - ▁okay | |
| - ▁their | |
| - ▁your | |
| - ge | |
| - ▁who | |
| - ▁well | |
| - ▁co | |
| - ▁which | |
| - ▁some | |
| - ▁se | |
| - ▁time | |
| - ▁ba | |
| - ▁said | |
| - ▁con | |
| - ers | |
| - ▁ra | |
| - us | |
| - de | |
| - ra | |
| - ▁him | |
| - ▁our | |
| - ▁been | |
| - ▁fa | |
| - ▁po | |
| - ▁pro | |
| - et | |
| - x | |
| - ▁la | |
| - id | |
| - ver | |
| - ▁oh | |
| - ▁ma | |
| - v | |
| - ▁now | |
| - age | |
| - ▁two | |
| - ld | |
| - ▁mo | |
| - ▁how | |
| - tion | |
| - ▁people | |
| - ive | |
| - ▁other | |
| - ng | |
| - ity | |
| - z | |
| - ist | |
| - ▁very | |
| - ▁get | |
| - ▁any | |
| - ▁un | |
| - ▁ro | |
| - is | |
| - ▁work | |
| - ▁mean | |
| - ▁them | |
| - ▁lo | |
| - vi | |
| - ▁because | |
| - ies | |
| - ul | |
| - as | |
| - ad | |
| - mp | |
| - ▁bo | |
| - '-' | |
| - ▁then | |
| - ▁good | |
| - el | |
| - nd | |
| - ▁li | |
| - ▁man | |
| - ▁dis | |
| - ▁could | |
| - ▁ho | |
| - at | |
| - ol | |
| - ▁bu | |
| - ▁te | |
| - ▁ha | |
| - est | |
| - me | |
| - ▁say | |
| - ru | |
| - ke | |
| - ▁sp | |
| - ▁k | |
| - able | |
| - ▁su | |
| - ▁sa | |
| - ▁di | |
| - ▁fi | |
| - ance | |
| - ▁really | |
| - ▁over | |
| - ▁even | |
| - ry | |
| - ▁us | |
| - ▁ca | |
| - ow | |
| - ho | |
| - ▁into | |
| - ence | |
| - mo | |
| - ▁mi | |
| - one | |
| - qu | |
| - ut | |
| - lu | |
| - ▁o | |
| - ty | |
| - ▁after | |
| - ▁want | |
| - ▁new | |
| - ▁take | |
| - ▁p | |
| - ▁look | |
| - ▁pre | |
| - sh | |
| - ▁day | |
| - ▁should | |
| - ▁th | |
| - ▁need | |
| - ▁cha | |
| - co | |
| - ▁much | |
| - ▁where | |
| - ▁d | |
| - ant | |
| - ▁fe | |
| - ▁da | |
| - ▁make | |
| - om | |
| - ▁did | |
| - ▁le | |
| - un | |
| - ▁only | |
| - im | |
| - ▁these | |
| - ff | |
| - ti | |
| - ish | |
| - ▁ex | |
| - ted | |
| - ▁first | |
| - he | |
| - ig | |
| - ▁vi | |
| - ▁ri | |
| - ▁en | |
| - ▁com | |
| - ated | |
| - ▁than | |
| - ma | |
| - ▁way | |
| - um | |
| - ct | |
| - end | |
| - ight | |
| - ▁here | |
| - ▁ta | |
| - ▁car | |
| - ▁part | |
| - ▁come | |
| - ia | |
| - ▁off | |
| - ▁sc | |
| - ▁ah | |
| - am | |
| - ▁tra | |
| - ▁yes | |
| - ▁back | |
| - ture | |
| - ful | |
| - ▁pri | |
| - ction | |
| - ine | |
| - ▁three | |
| - ard | |
| - ▁let | |
| - pe | |
| - ▁little | |
| - ▁down | |
| - mb | |
| - ▁si | |
| - ▁dr | |
| - ▁mr | |
| - ▁going | |
| - ▁comp | |
| - po | |
| - ▁m | |
| - ▁sta | |
| - ▁gra | |
| - day | |
| - ▁many | |
| - ian | |
| - ta | |
| - ▁long | |
| - ▁pi | |
| - ▁too | |
| - ▁app | |
| - ▁kind | |
| - ous | |
| - ci | |
| - ▁ga | |
| - ten | |
| - nt | |
| - ▁before | |
| - ▁may | |
| - ▁got | |
| - man | |
| - tic | |
| - ition | |
| - cu | |
| - ugh | |
| - tra | |
| - ▁n | |
| - ward | |
| - ▁give | |
| - ▁every | |
| - ▁hi | |
| - ting | |
| - ▁exp | |
| - ▁those | |
| - ▁hu | |
| - ot | |
| - ▁something | |
| - ▁lot | |
| - ▁still | |
| - ▁ne | |
| - na | |
| - ise | |
| - pp | |
| - ▁most | |
| - ▁gu | |
| - ▁state | |
| - ▁actually | |
| - ▁such | |
| - ▁bi | |
| - ▁never | |
| - tain | |
| - ▁great | |
| - ▁through | |
| - ▁al | |
| - 'no' | |
| - ▁mar | |
| - ▁year | |
| - ach | |
| - les | |
| - ▁school | |
| - ally | |
| - ial | |
| - ha | |
| - ▁old | |
| - ▁made | |
| - ary | |
| - ▁ar | |
| - ▁years | |
| - ▁help | |
| - ▁per | |
| - ving | |
| - ical | |
| - ther | |
| - ▁does | |
| - ac | |
| - ca | |
| - ▁must | |
| - di | |
| - ▁own | |
| - ▁ru | |
| - ▁things | |
| - ▁hand | |
| - ▁thing | |
| - ▁high | |
| - ▁last | |
| - go | |
| - ▁sh | |
| - ▁under | |
| - ▁four | |
| - ▁place | |
| - ations | |
| - ▁sure | |
| - mi | |
| - nce | |
| - ▁am | |
| - for | |
| - ness | |
| - ▁name | |
| - ▁five | |
| - ound | |
| - ▁op | |
| - ▁cons | |
| - ▁ph | |
| - ▁same | |
| - row | |
| - ven | |
| - ph | |
| - ite | |
| - ▁pe | |
| - j | |
| - ▁sha | |
| - ▁friend | |
| - ▁wi | |
| - ▁call | |
| - ▁european | |
| - ▁h | |
| - ect | |
| - ress | |
| - ▁live | |
| - port | |
| - ▁mhm | |
| - ▁house | |
| - ie | |
| - ni | |
| - ▁plan | |
| - ▁jo | |
| - ▁play | |
| - side | |
| - ▁va | |
| - min | |
| - ious | |
| - ▁life | |
| - ▁du | |
| - ▁ti | |
| - ▁six | |
| - ▁men | |
| - ▁again | |
| - ▁thank | |
| - ▁talk | |
| - par | |
| - ▁home | |
| - op | |
| - ▁both | |
| - ▁why | |
| - ▁put | |
| - ▁another | |
| - nc | |
| - ▁being | |
| - mit | |
| - ▁came | |
| - led | |
| - ▁fo | |
| - ▁end | |
| - ▁member | |
| - ative | |
| - ▁thought | |
| - ▁tri | |
| - iv | |
| - our | |
| - red | |
| - ▁went | |
| - lic | |
| - ▁find | |
| - ▁pu | |
| - land | |
| - ▁start | |
| - ▁far | |
| - ▁eu | |
| - ▁imp | |
| - ▁always | |
| - ▁ju | |
| - ▁wa | |
| - ▁person | |
| - ▁singapore | |
| - ap | |
| - ▁show | |
| - ▁chi | |
| - ▁ten | |
| - ▁eight | |
| - ▁while | |
| - ▁point | |
| - ▁y | |
| - ▁ja | |
| - ▁ya | |
| - ling | |
| - ctor | |
| - ▁use | |
| - ▁acc | |
| - ▁world | |
| - ▁pay | |
| - ▁read | |
| - va | |
| - vo | |
| - ▁change | |
| - ▁u | |
| - ▁pl | |
| - ▁sw | |
| - ▁war | |
| - ▁might | |
| - nk | |
| - ments | |
| - and | |
| - ▁different | |
| - ▁dec | |
| - cent | |
| - ▁ste | |
| - ▁better | |
| - ▁fun | |
| - ▁month | |
| - ship | |
| - ton | |
| - ▁tell | |
| - ▁twenty | |
| - ▁commission | |
| - ▁exc | |
| - ▁miss | |
| - if | |
| - ▁love | |
| - ▁money | |
| - ▁found | |
| - ▁hundred | |
| - gg | |
| - ▁add | |
| - ▁real | |
| - ities | |
| - ▁na | |
| - ▁pass | |
| - ▁didn | |
| - ▁v | |
| - ▁feel | |
| - ▁week | |
| - ▁win | |
| - ible | |
| - ▁try | |
| - ▁upon | |
| - ba | |
| - ▁interest | |
| - ▁inter | |
| - son | |
| - line | |
| - ▁ob | |
| - ▁boy | |
| - ▁big | |
| - ▁used | |
| - ▁seven | |
| - ▁away | |
| - ▁family | |
| - less | |
| - ▁ki | |
| - ber | |
| - ▁around | |
| - ▁turn | |
| - ▁anything | |
| - ▁care | |
| - ▁young | |
| - ▁guess | |
| - ▁happen | |
| - ▁course | |
| - ▁agree | |
| - ▁support | |
| - ▁conf | |
| - ual | |
| - ▁number | |
| - ▁trans | |
| - ating | |
| - ▁mister | |
| - ▁hard | |
| - ▁watch | |
| - ft | |
| - ▁next | |
| - ▁sea | |
| - ▁open | |
| - ▁without | |
| - duc | |
| - gra | |
| - ak | |
| - ▁cap | |
| - ▁cre | |
| - hi | |
| - ▁government | |
| - ▁vo | |
| - ▁between | |
| - ▁each | |
| - ▁ve | |
| - ▁though | |
| - ▁country | |
| - ▁few | |
| - ▁once | |
| - ▁' | |
| - ▁head | |
| - ▁free | |
| - ▁mu | |
| - ▁maybe | |
| - ▁act | |
| - ▁night | |
| - ▁thousand | |
| - ▁face | |
| - ▁uhhuh | |
| - ▁keep | |
| - ▁nine | |
| - ▁close | |
| - ▁case | |
| - ▁che | |
| - ▁against | |
| - ▁done | |
| - ▁ever | |
| - ▁law | |
| - ▁believe | |
| - ▁public | |
| - ▁room | |
| - ▁sub | |
| - ▁order | |
| - ▁important | |
| - ient | |
| - ▁el | |
| - ▁children | |
| - ▁second | |
| - ▁bri | |
| - ▁business | |
| - ▁hope | |
| - ▁move | |
| - fa | |
| - ▁however | |
| - ▁follow | |
| - ▁able | |
| - ▁word | |
| - ▁yet | |
| - ▁fla | |
| - ▁stand | |
| - ize | |
| - ▁je | |
| - ▁service | |
| - ▁nothing | |
| - ▁report | |
| - ▁called | |
| - ▁grow | |
| - ▁continue | |
| - ▁issue | |
| - ▁since | |
| - ▁book | |
| - ▁lu | |
| - ▁qui | |
| - ▁develop | |
| - ▁gen | |
| - ▁certain | |
| - light | |
| - ▁cor | |
| - ▁small | |
| - ▁took | |
| - ▁question | |
| - ▁whole | |
| - ▁problem | |
| - ▁side | |
| - ▁child | |
| - ▁full | |
| - ▁best | |
| - ▁mm | |
| - ▁probably | |
| - fi | |
| - ▁qua | |
| - ▁sur | |
| - ▁market | |
| - ▁left | |
| - ▁everything | |
| - ▁during | |
| - ▁understand | |
| - ook | |
| - wa | |
| - ▁cent | |
| - ▁water | |
| - ▁quite | |
| - ▁leave | |
| - ▁himself | |
| - ip | |
| - ▁near | |
| - ▁saw | |
| - ▁together | |
| - ▁large | |
| - ▁having | |
| - ▁already | |
| - ▁invest | |
| - ▁pretty | |
| - ▁direct | |
| - ▁hour | |
| - ▁fact | |
| - way | |
| - ▁run | |
| - ▁bra | |
| - ▁clear | |
| - ▁fra | |
| - ▁area | |
| - ▁union | |
| - ▁enough | |
| - ▁consider | |
| - ▁lead | |
| - ▁remain | |
| - ▁president | |
| - ▁system | |
| - ▁def | |
| - ▁stuff | |
| - ▁food | |
| - ▁job | |
| - ▁heard | |
| - ▁err | |
| - ▁mind | |
| - ▁rest | |
| - ▁speak | |
| - ▁asked | |
| - ator | |
| - ▁half | |
| - ▁father | |
| - com | |
| - ▁less | |
| - ▁arm | |
| - ▁human | |
| - ency | |
| - ▁matter | |
| - ▁group | |
| - ▁girl | |
| - ▁current | |
| - ▁main | |
| - ttle | |
| - ▁later | |
| - ▁learn | |
| - ▁strong | |
| - ▁sign | |
| - ▁check | |
| - ▁light | |
| - ▁else | |
| - ▁true | |
| - ▁term | |
| - qui | |
| - ▁minute | |
| - ▁spec | |
| - ▁return | |
| - ▁answer | |
| - ▁reason | |
| - ▁count | |
| - ▁shall | |
| - ▁communi | |
| - ▁travel | |
| - ▁wait | |
| - ▁provide | |
| - ▁low | |
| - ▁mother | |
| - ▁expect | |
| - ▁cause | |
| - ▁line | |
| - ▁general | |
| - lf | |
| - ▁getting | |
| - ▁parliament | |
| - ▁bank | |
| - ▁company | |
| - ▁stop | |
| - cause | |
| - ▁power | |
| - ▁gi | |
| - ▁europe | |
| - ▁moment | |
| - ▁among | |
| - ▁walk | |
| - ▁allow | |
| - ▁idea | |
| - ▁office | |
| - ▁town | |
| - ▁cannot | |
| - ▁countries | |
| - ▁become | |
| - ▁appear | |
| - ▁present | |
| - ▁bring | |
| - ▁least | |
| - ▁almost | |
| - ▁kids | |
| - ▁remember | |
| - ▁include | |
| - ▁short | |
| - ▁sometimes | |
| - ▁game | |
| - ▁level | |
| - ▁exactly | |
| - ▁particular | |
| - ▁social | |
| - ▁land | |
| - ▁woman | |
| - ▁north | |
| - ▁nice | |
| - ▁concern | |
| - ▁sort | |
| - ▁effect | |
| - ▁national | |
| - ▁several | |
| - ▁safe | |
| - ▁until | |
| - ▁further | |
| - ▁cost | |
| - ▁wonder | |
| - ▁whether | |
| - ▁either | |
| - ▁future | |
| - ▁pra | |
| - ▁council | |
| - ▁knew | |
| - ▁common | |
| - ▁south | |
| - ▁making | |
| - ▁morning | |
| - ▁process | |
| - ▁situation | |
| - ▁white | |
| - ▁result | |
| - ▁suppose | |
| - ▁employ | |
| - ▁political | |
| - ▁program | |
| - ▁along | |
| - ▁women | |
| - ▁ski | |
| - ▁court | |
| - ▁please | |
| - ▁shi | |
| - ▁possible | |
| - ▁protect | |
| - ▁experience | |
| - ▁definitely | |
| - ▁require | |
| - ▁account | |
| - ▁myself | |
| - ▁black | |
| - ▁example | |
| - ▁america | |
| - ▁thirty | |
| - ▁student | |
| - ▁view | |
| - ▁product | |
| - ▁wife | |
| - ▁health | |
| - ▁major | |
| - ▁difficult | |
| - ▁death | |
| - ▁visit | |
| - ▁across | |
| - ▁receive | |
| - ▁voice | |
| - ▁citizen | |
| - ▁regard | |
| - ▁author | |
| - ▁treat | |
| - ▁especially | |
| - ▁local | |
| - ▁taking | |
| - ▁information | |
| - ▁seemed | |
| - ▁success | |
| - ability | |
| - ▁break | |
| - ▁whatever | |
| - ▁security | |
| - ▁address | |
| - ▁felt | |
| - ▁fifty | |
| - ▁million | |
| - ▁third | |
| - ▁usually | |
| - ▁gonna | |
| - ▁brother | |
| - ▁began | |
| - ▁period | |
| - ▁east | |
| - ▁economic | |
| - ▁increase | |
| - ▁financial | |
| - ▁respect | |
| - ▁enjoy | |
| - ▁christ | |
| - ▁education | |
| - ▁brought | |
| - ▁organ | |
| - ▁parents | |
| - ▁policy | |
| - ▁round | |
| - ▁became | |
| - ▁region | |
| - ▁lady | |
| - ▁discuss | |
| - ▁single | |
| - ▁early | |
| - ▁couple | |
| - ▁type | |
| - ▁itself | |
| - ▁serve | |
| - ▁measure | |
| - ▁husband | |
| - ified | |
| - ▁music | |
| - ▁ground | |
| - ▁companies | |
| - ▁street | |
| - ▁behind | |
| - ▁value | |
| - ▁therefore | |
| - ▁police | |
| - ▁complete | |
| - ▁john | |
| - ▁daughter | |
| - ▁affect | |
| - ▁perhaps | |
| - ▁international | |
| - ▁themselves | |
| - ▁improve | |
| - ▁condition | |
| - ▁hotel | |
| - ▁deliver | |
| - ▁sense | |
| - ▁relation | |
| - ▁sorry | |
| - ▁credit | |
| - ▁effort | |
| - ▁instead | |
| - ▁york | |
| - ▁united | |
| - ▁partner | |
| - ▁spoke | |
| - ▁strange | |
| - ▁everybody | |
| - ▁horse | |
| - ▁depend | |
| - ▁subject | |
| - ▁project | |
| - ▁approach | |
| - ▁involve | |
| - ▁listen | |
| - ▁draw | |
| - ▁computer | |
| - ▁married | |
| - ▁record | |
| - ▁happy | |
| - ▁sudden | |
| - ▁represent | |
| - ▁somebody | |
| - ▁correct | |
| - ▁serious | |
| - ▁decision | |
| - ▁society | |
| - ▁including | |
| - ▁college | |
| - ▁english | |
| - ▁attack | |
| - ▁perform | |
| - ▁cross | |
| - ▁accept | |
| - ▁control | |
| - ▁flow | |
| - ▁although | |
| - ▁drink | |
| - ▁front | |
| - ▁wrong | |
| - ▁twi | |
| - ▁according | |
| - ▁slow | |
| - ▁peace | |
| - ▁amount | |
| - ▁object | |
| - ▁movie | |
| - ▁benefit | |
| - ▁yup | |
| - ▁challenge | |
| - ▁private | |
| - ▁church | |
| - ▁wood | |
| - ▁field | |
| - ▁above | |
| - ▁ensure | |
| - ▁immediate | |
| - ▁figure | |
| - ▁foreign | |
| - ▁available | |
| - ▁insurance | |
| - ▁proposal | |
| - ▁doubt | |
| - ▁strength | |
| - ▁difference | |
| - ▁stood | |
| - ▁implement | |
| - ▁economy | |
| - ▁detail | |
| - ▁umhum | |
| - ▁restaurant | |
| - ▁collect | |
| - ▁global | |
| - ▁broke | |
| - q | |
| optim: | |
| name: adamw | |
| lr: 2.0 | |
| betas: | |
| - 0.9 | |
| - 0.98 | |
| weight_decay: 0 | |
| sched: | |
| name: NoamAnnealing | |
| d_model: 176 | |
| warmup_steps: 10000 | |
| warmup_ratio: null | |
| min_lr: 1.0e-06 | |
| target: nemo.collections.asr.models.ctc_bpe_models.EncDecCTCModelBPE | |
| nemo_version: 2.0.0 | |
| decoding: | |
| strategy: greedy_batch | |
| preserve_alignments: null | |
| compute_timestamps: null | |
| word_seperator: ' ' | |
| ctc_timestamp_type: all | |
| batch_dim_index: 0 | |
| greedy: | |
| preserve_alignments: false | |
| compute_timestamps: false | |
| preserve_frame_confidence: false | |
| confidence_method_cfg: | |
| name: entropy | |
| entropy_type: tsallis | |
| alpha: 0.33 | |
| entropy_norm: exp | |
| temperature: DEPRECATED | |
| beam: | |
| beam_size: 4 | |
| search_type: default | |
| preserve_alignments: false | |
| compute_timestamps: false | |
| return_best_hypothesis: true | |
| beam_alpha: 1.0 | |
| beam_beta: 0.0 | |
| kenlm_path: null | |
| flashlight_cfg: | |
| lexicon_path: null | |
| boost_path: null | |
| beam_size_token: 16 | |
| beam_threshold: 20.0 | |
| unk_weight: -.inf | |
| sil_weight: 0.0 | |
| pyctcdecode_cfg: | |
| beam_prune_logp: -10.0 | |
| token_min_logp: -5.0 | |
| prune_history: false | |
| hotwords: null | |
| hotword_weight: 10.0 | |
| wfst: | |
| beam_size: 4 | |
| search_type: riva | |
| return_best_hypothesis: true | |
| preserve_alignments: false | |
| compute_timestamps: false | |
| decoding_mode: nbest | |
| open_vocabulary_decoding: false | |
| beam_width: 10.0 | |
| lm_weight: 1.0 | |
| device: cuda | |
| arpa_lm_path: null | |
| wfst_lm_path: null | |
| riva_decoding_cfg: {} | |
| k2_decoding_cfg: | |
| search_beam: 20.0 | |
| output_beam: 10.0 | |
| min_active_states: 30 | |
| max_active_states: 10000 | |
| confidence_cfg: | |
| preserve_frame_confidence: false | |
| preserve_token_confidence: false | |
| preserve_word_confidence: false | |
| exclude_blank: true | |
| aggregation: min | |
| tdt_include_duration: false | |
| method_cfg: | |
| name: entropy | |
| entropy_type: tsallis | |
| alpha: 0.33 | |
| entropy_norm: exp | |
| temperature: DEPRECATED | |
| temperature: 1.0 | |