Automatic Speech Recognition
NeMo
English
target-speaker-asr
speaker-diarization
multi-talker
parakeet
rnnt
tdt
Instructions to use BUT-FIT/DiCoP_v0.1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- NeMo
How to use BUT-FIT/DiCoP_v0.1 with NeMo:
import nemo.collections.asr as nemo_asr asr_model = nemo_asr.models.ASRModel.from_pretrained("BUT-FIT/DiCoP_v0.1") transcriptions = asr_model.transcribe(["file.wav"]) - Notebooks
- Google Colab
- Kaggle
| sample_rate: 16000 | |
| compute_eval_loss: false | |
| log_prediction: true | |
| skip_nan_grad: false | |
| fddt_lr_multiplier: 100 | |
| text_norm: whisper_nsf | |
| log_training_wer: false | |
| meeteval: | |
| tcp_collar: 5 | |
| output_per_word_timestamps: true | |
| model_defaults: | |
| enc_hidden: 1024 | |
| pred_hidden: 640 | |
| joint_hidden: 640 | |
| tdt_durations: | |
| - 0 | |
| - 1 | |
| - 2 | |
| - 3 | |
| - 4 | |
| num_tdt_durations: 5 | |
| train_ds: | |
| manifest_filepath: null | |
| sample_rate: 16000 | |
| batch_size: 16 | |
| shuffle: true | |
| num_workers: 8 | |
| prefetch_factor: 2 | |
| pin_memory: true | |
| max_duration: 10000 | |
| min_duration: 0.1 | |
| channel_selector: average | |
| validation_ds: | |
| manifest_filepath: null | |
| sample_rate: 16000 | |
| batch_size: 1 | |
| shuffle: false | |
| use_start_end_token: false | |
| num_workers: 8 | |
| prefetch_factor: 2 | |
| pin_memory: true | |
| channel_selector: average | |
| test_ds: | |
| manifest_filepath: null | |
| sample_rate: 16000 | |
| batch_size: 1 | |
| shuffle: false | |
| use_start_end_token: false | |
| num_workers: 8 | |
| pin_memory: true | |
| channel_selector: average | |
| tokenizer: | |
| dir: . | |
| type: bpe | |
| model_path: nemo:adc07bdc357d48f299e2b4f6bd00dda4_tokenizer.model | |
| vocab_path: nemo:c6528442359c4271b82043a03a05c896_vocab.txt | |
| spe_tokenizer_vocab: nemo:ccefb75c9093497998ac54f97c3b97c7_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: 128 | |
| n_fft: 512 | |
| frame_splicing: 1 | |
| dither: 1.0e-05 | |
| pad_to: 0 | |
| spec_augment: | |
| _target_: nemo.collections.asr.modules.SpectrogramAugmentation | |
| freq_masks: 2 | |
| time_masks: 10 | |
| freq_width: 27 | |
| time_width: 0.05 | |
| encoder: | |
| _target_: src.model.modules.stno_encoder.ConformerEncoderSTNO | |
| feat_in: 128 | |
| feat_out: -1 | |
| n_layers: 24 | |
| d_model: 1024 | |
| use_bias: false | |
| subsampling: dw_striding | |
| subsampling_factor: 8 | |
| subsampling_conv_channels: 256 | |
| causal_downsampling: false | |
| reduction: null | |
| reduction_position: null | |
| reduction_factor: 1 | |
| ff_expansion_factor: 4 | |
| self_attention_model: rel_pos | |
| n_heads: 8 | |
| att_context_size: | |
| - -1 | |
| - -1 | |
| att_context_style: regular | |
| xscaling: false | |
| untie_biases: true | |
| pos_emb_max_len: 45000 | |
| use_pytorch_sdpa: true | |
| conv_kernel_size: 9 | |
| conv_norm_type: batch_norm | |
| conv_context_size: null | |
| dropout: 0.1 | |
| dropout_pre_encoder: 0.1 | |
| dropout_emb: 0.0 | |
| dropout_att: 0.1 | |
| stochastic_depth_drop_prob: 0.0 | |
| stochastic_depth_mode: linear | |
| stochastic_depth_start_layer: 1 | |
| fddt_non_target_rate: 0.5 | |
| fddt_is_diagonal: true | |
| fddt_bias_only: false | |
| fddt_use_silence: true | |
| fddt_use_target: true | |
| fddt_use_non_target: true | |
| fddt_use_overlap: true | |
| decoder: | |
| _target_: nemo.collections.asr.modules.RNNTDecoder | |
| normalization_mode: null | |
| random_state_sampling: false | |
| blank_as_pad: true | |
| prednet: | |
| pred_hidden: 640 | |
| pred_rnn_layers: 2 | |
| t_max: null | |
| dropout: 0.2 | |
| vocab_size: 1024 | |
| joint: | |
| _target_: nemo.collections.asr.modules.RNNTJoint | |
| log_softmax: null | |
| preserve_memory: false | |
| fuse_loss_wer: false | |
| fused_batch_size: 4 | |
| jointnet: | |
| joint_hidden: 640 | |
| activation: relu | |
| dropout: 0.2 | |
| encoder_hidden: 1024 | |
| pred_hidden: 640 | |
| num_extra_outputs: 5 | |
| num_classes: 1024 | |
| vocabulary: | |
| - <unk> | |
| - ▁t | |
| - ▁th | |
| - ▁a | |
| - in | |
| - ▁the | |
| - re | |
| - ▁w | |
| - ▁o | |
| - ▁s | |
| - at | |
| - ou | |
| - er | |
| - nd | |
| - ▁i | |
| - ▁b | |
| - ▁c | |
| - 'on' | |
| - ▁h | |
| - ing | |
| - ▁to | |
| - ▁m | |
| - en | |
| - ▁f | |
| - ▁p | |
| - an | |
| - ▁d | |
| - es | |
| - or | |
| - ll | |
| - ▁of | |
| - ▁and | |
| - ▁y | |
| - ▁l | |
| - ▁I | |
| - it | |
| - ▁in | |
| - is | |
| - ed | |
| - ▁g | |
| - ▁you | |
| - ar | |
| - ▁that | |
| - om | |
| - as | |
| - ▁n | |
| - ve | |
| - us | |
| - ic | |
| - ow | |
| - al | |
| - ▁it | |
| - ▁be | |
| - ▁wh | |
| - le | |
| - ion | |
| - ut | |
| - ot | |
| - ▁we | |
| - ▁is | |
| - ▁e | |
| - et | |
| - ay | |
| - ▁re | |
| - ▁on | |
| - ▁T | |
| - ▁A | |
| - ▁ha | |
| - ent | |
| - ke | |
| - ct | |
| - ▁S | |
| - ig | |
| - ver | |
| - ▁Th | |
| - all | |
| - id | |
| - ▁for | |
| - ro | |
| - ▁he | |
| - se | |
| - ▁this | |
| - ld | |
| - ly | |
| - ▁go | |
| - ▁k | |
| - ▁st | |
| - st | |
| - ch | |
| - ▁li | |
| - ▁u | |
| - am | |
| - ur | |
| - ce | |
| - ith | |
| - im | |
| - ▁so | |
| - ▁have | |
| - ▁do | |
| - ht | |
| - th | |
| - ▁an | |
| - ▁with | |
| - ad | |
| - ▁r | |
| - ir | |
| - ▁was | |
| - ▁as | |
| - ▁W | |
| - ▁are | |
| - ust | |
| - ally | |
| - ▁j | |
| - ▁se | |
| - ation | |
| - od | |
| - ere | |
| - ▁like | |
| - ▁not | |
| - ▁kn | |
| - ight | |
| - ▁B | |
| - ▁they | |
| - ▁And | |
| - ▁know | |
| - ome | |
| - op | |
| - ▁can | |
| - ▁or | |
| - ▁sh | |
| - ▁me | |
| - ill | |
| - ant | |
| - ck | |
| - ▁what | |
| - ▁at | |
| - ▁ab | |
| - ould | |
| - ol | |
| - ▁So | |
| - ▁C | |
| - use | |
| - ter | |
| - il | |
| - ▁but | |
| - ▁just | |
| - ▁ne | |
| - ▁de | |
| - ra | |
| - ore | |
| - ▁there | |
| - ul | |
| - out | |
| - ▁con | |
| - ▁all | |
| - ▁The | |
| - ers | |
| - ▁H | |
| - ▁fr | |
| - ▁pro | |
| - ge | |
| - ea | |
| - ▁Y | |
| - ▁O | |
| - ▁M | |
| - pp | |
| - ▁com | |
| - ess | |
| - ▁ch | |
| - ▁al | |
| - est | |
| - ate | |
| - qu | |
| - ▁lo | |
| - ▁ex | |
| - very | |
| - ▁su | |
| - ain | |
| - ▁one | |
| - ca | |
| - art | |
| - ist | |
| - if | |
| - ive | |
| - ▁if | |
| - ink | |
| - nt | |
| - ab | |
| - ▁about | |
| - ▁going | |
| - ▁v | |
| - ▁wor | |
| - um | |
| - ok | |
| - ▁your | |
| - ▁my | |
| - ind | |
| - ▁get | |
| - cause | |
| - ▁from | |
| - ▁don | |
| - ri | |
| - pe | |
| - un | |
| - ity | |
| - ▁up | |
| - ▁P | |
| - ▁out | |
| - ort | |
| - ▁L | |
| - ment | |
| - el | |
| - ▁N | |
| - ▁some | |
| - ich | |
| - and | |
| - ▁think | |
| - em | |
| - oug | |
| - ▁G | |
| - os | |
| - ▁D | |
| - res | |
| - ▁because | |
| - ▁by | |
| - ake | |
| - ▁int | |
| - ie | |
| - ▁us | |
| - ▁tr | |
| - ▁then | |
| - ack | |
| - ▁pl | |
| - ▁here | |
| - ▁pe | |
| - her | |
| - ▁will | |
| - ▁F | |
| - ▁which | |
| - ard | |
| - ▁right | |
| - ▁thing | |
| - ▁want | |
| - ies | |
| - ople | |
| - ▁It | |
| - ▁them | |
| - ame | |
| - ▁We | |
| - our | |
| - ▁say | |
| - ▁R | |
| - ▁people | |
| - ▁see | |
| - ▁who | |
| - ast | |
| - ure | |
| - ect | |
| - ear | |
| - ▁tim | |
| - ▁E | |
| - ▁You | |
| - ▁would | |
| - ▁when | |
| - ven | |
| - ▁our | |
| - ci | |
| - ▁really | |
| - ▁more | |
| - ound | |
| - ose | |
| - ak | |
| - ▁co | |
| - ide | |
| - ough | |
| - ▁had | |
| - so | |
| - ▁qu | |
| - eah | |
| - ▁were | |
| - ine | |
| - ▁act | |
| - ther | |
| - ▁these | |
| - ▁how | |
| - ▁now | |
| - ▁sa | |
| - ud | |
| - ▁Wh | |
| - ▁man | |
| - ous | |
| - one | |
| - pt | |
| - ff | |
| - ong | |
| - ▁has | |
| - ▁any | |
| - ▁very | |
| - ▁But | |
| - ▁look | |
| - iv | |
| - itt | |
| - ▁time | |
| - ▁mo | |
| - ▁ar | |
| - hing | |
| - ▁le | |
| - ▁work | |
| - ▁their | |
| - are | |
| - ▁his | |
| - per | |
| - ions | |
| - ▁im | |
| - ▁ag | |
| - ▁J | |
| - ▁no | |
| - ▁en | |
| - ▁got | |
| - ag | |
| - ▁sp | |
| - ans | |
| - act | |
| - ▁te | |
| - ▁also | |
| - iz | |
| - ice | |
| - ▁That | |
| - ▁cl | |
| - ▁been | |
| - ▁way | |
| - ▁fe | |
| - ▁did | |
| - ple | |
| - ually | |
| - ▁other | |
| - ▁U | |
| - ite | |
| - age | |
| - omet | |
| - ber | |
| - reat | |
| - ree | |
| - ▁into | |
| - own | |
| - ▁tw | |
| - ▁part | |
| - alk | |
| - ▁where | |
| - ▁need | |
| - ▁every | |
| - pl | |
| - ▁ad | |
| - ry | |
| - ▁over | |
| - ble | |
| - ap | |
| - ue | |
| - ▁kind | |
| - ▁po | |
| - ▁back | |
| - ▁cont | |
| - iff | |
| - ▁somet | |
| - ▁pr | |
| - nder | |
| - ire | |
| - ▁good | |
| - ▁than | |
| - ace | |
| - ▁gu | |
| - ep | |
| - og | |
| - ick | |
| - way | |
| - ▁lot | |
| - ▁un | |
| - ▁things | |
| - ▁In | |
| - ish | |
| - kay | |
| - ▁well | |
| - ▁could | |
| - ▁pre | |
| - ▁two | |
| - irst | |
| - ▁diff | |
| - ach | |
| - cc | |
| - ittle | |
| - int | |
| - ▁He | |
| - ▁those | |
| - ence | |
| - ip | |
| - ase | |
| - ▁him | |
| - ▁make | |
| - ▁little | |
| - ical | |
| - ▁gr | |
| - ▁year | |
| - ass | |
| - ▁thr | |
| - uch | |
| - ated | |
| - ▁This | |
| - ▁off | |
| - ▁res | |
| - ac | |
| - ance | |
| - ▁actually | |
| - ▁talk | |
| - ult | |
| - able | |
| - orm | |
| - ▁dis | |
| - ▁first | |
| - ations | |
| - ▁something | |
| - ▁she | |
| - sel | |
| - ▁let | |
| - ord | |
| - ▁may | |
| - ia | |
| - ▁am | |
| - ▁her | |
| - ▁said | |
| - ▁bo | |
| - be | |
| - ount | |
| - ▁much | |
| - ▁per | |
| - ▁even | |
| - ▁differe | |
| - vel | |
| - ary | |
| - ▁app | |
| - ving | |
| - ▁comm | |
| - ▁imp | |
| - ys | |
| - ▁again | |
| - ress | |
| - ▁yeah | |
| - ▁down | |
| - ang | |
| - ▁mean | |
| - na | |
| - ens | |
| - ▁does | |
| - ▁fo | |
| - ▁comp | |
| - ▁ro | |
| - ▁bl | |
| - ody | |
| - ▁K | |
| - ▁through | |
| - ▁start | |
| - uct | |
| - ▁only | |
| - ▁bet | |
| - ▁under | |
| - ▁br | |
| - ▁take | |
| - ning | |
| - ▁bu | |
| - ▁use | |
| - ▁Ch | |
| - xt | |
| - co | |
| - ory | |
| - ild | |
| - ▁put | |
| - ▁call | |
| - ▁new | |
| - other | |
| - ting | |
| - ▁happ | |
| - ater | |
| - ▁inc | |
| - ition | |
| - ▁different | |
| - ▁should | |
| - ade | |
| - ign | |
| - thing | |
| - ▁day | |
| - fore | |
| - ▁Yeah | |
| - ark | |
| - ile | |
| - ial | |
| - ▁come | |
| - ▁They | |
| - ▁being | |
| - ▁try | |
| - ious | |
| - ▁sc | |
| - ▁bit | |
| - ▁spe | |
| - ub | |
| - fe | |
| - ▁doing | |
| - ▁St | |
| - vers | |
| - av | |
| - ty | |
| - ian | |
| - onna | |
| - red | |
| - wn | |
| - ▁ke | |
| - form | |
| - ors | |
| - ▁fl | |
| - fter | |
| - ail | |
| - ents | |
| - ▁gonna | |
| - ▁point | |
| - ces | |
| - ▁There | |
| - self | |
| - ▁many | |
| - ▁If | |
| - ▁same | |
| - ▁sy | |
| - ▁quest | |
| - ▁most | |
| - ▁great | |
| - ▁What | |
| - ▁fu | |
| - ug | |
| - ▁show | |
| - we | |
| - ual | |
| - ons | |
| - ▁Be | |
| - ically | |
| - ▁ser | |
| - ▁rem | |
| - ▁ind | |
| - ▁pers | |
| - ▁V | |
| - he | |
| - ▁str | |
| - ved | |
| - ▁still | |
| - ank | |
| - ▁rec | |
| - ▁wr | |
| - ought | |
| - day | |
| - ath | |
| - ▁end | |
| - ▁bas | |
| - ft | |
| - erm | |
| - body | |
| - ph | |
| - ject | |
| - ict | |
| - ▁play | |
| - ▁Is | |
| - ates | |
| - ▁ph | |
| - oth | |
| - ▁acc | |
| - get | |
| - ▁years | |
| - ▁em | |
| - ▁id | |
| - ▁Oh | |
| - ves | |
| - ever | |
| - ▁inter | |
| - ▁rel | |
| - ▁before | |
| - ▁feel | |
| - igh | |
| - ▁three | |
| - iss | |
| - ▁des | |
| - ne | |
| - ▁why | |
| - ▁uh | |
| - ▁To | |
| - ▁cons | |
| - ▁hel | |
| - ▁after | |
| - ower | |
| - urn | |
| - ▁okay | |
| - ▁long | |
| - ▁bel | |
| - ▁around | |
| - ful | |
| - te | |
| - ise | |
| - ▁ob | |
| - ▁supp | |
| - ady | |
| - ange | |
| - aking | |
| - ▁pos | |
| - atch | |
| - ▁tra | |
| - gr | |
| - ▁might | |
| - ert | |
| - ▁help | |
| - ost | |
| - ▁too | |
| - cial | |
| - ▁world | |
| - ▁give | |
| - ike | |
| - ▁Okay | |
| - ways | |
| - ▁min | |
| - ward | |
| - ily | |
| - ▁gen | |
| - ▁find | |
| - ▁dec | |
| - ular | |
| - ob | |
| - ▁tell | |
| - ▁Now | |
| - ▁sm | |
| - ▁cour | |
| - ▁real | |
| - cess | |
| - nds | |
| - ▁big | |
| - ▁num | |
| - ction | |
| - ▁add | |
| - ▁set | |
| - ▁um | |
| - ood | |
| - ible | |
| - ▁own | |
| - ▁life | |
| - ities | |
| - ▁its | |
| - ▁God | |
| - pect | |
| - ▁didn | |
| - stem | |
| - les | |
| - uc | |
| - ib | |
| - ating | |
| - olog | |
| - ▁person | |
| - ▁inv | |
| - ably | |
| - ▁sure | |
| - ▁reg | |
| - lic | |
| - ▁stu | |
| - ▁cr | |
| - ▁ev | |
| - ments | |
| - ▁another | |
| - ▁la | |
| - ▁last | |
| - ▁sub | |
| - ▁att | |
| - ▁op | |
| - ▁inst | |
| - ▁sl | |
| - ▁happen | |
| - ▁rep | |
| - ▁import | |
| - ific | |
| - ix | |
| - ▁made | |
| - ▁ear | |
| - ▁ac | |
| - ▁def | |
| - ute | |
| - ▁next | |
| - ative | |
| - ▁form | |
| - ▁guys | |
| - ▁system | |
| - ew | |
| - ▁able | |
| - ied | |
| - ▁always | |
| - ren | |
| - erest | |
| - ▁As | |
| - ▁mod | |
| - ▁done | |
| - ings | |
| - ▁love | |
| - ism | |
| - ▁ask | |
| - old | |
| - ered | |
| - ▁trans | |
| - ▁count | |
| - ility | |
| - ▁high | |
| - ▁fin | |
| - ▁prob | |
| - ▁pol | |
| - ▁exam | |
| - ▁pres | |
| - ▁maybe | |
| - ell | |
| - ▁stud | |
| - ▁prod | |
| - ▁car | |
| - ock | |
| - ▁used | |
| - oy | |
| - stand | |
| - ▁No | |
| - ▁mon | |
| - ks | |
| - ▁interest | |
| - ▁ent | |
| - ited | |
| - ▁sort | |
| - ▁For | |
| - ▁today | |
| - ics | |
| - ▁vide | |
| - ▁bec | |
| - ▁Well | |
| - ▁Al | |
| - ▁important | |
| - ▁such | |
| - ▁run | |
| - ▁keep | |
| - ▁fact | |
| - ata | |
| - ss | |
| - ▁never | |
| - ween | |
| - ▁stuff | |
| - ract | |
| - ▁question | |
| - als | |
| - ▁sim | |
| - vern | |
| - ather | |
| - ▁course | |
| - ▁Of | |
| - oc | |
| - ness | |
| - arch | |
| - ize | |
| - ▁All | |
| - ense | |
| - blem | |
| - ▁probably | |
| - hip | |
| - ▁number | |
| - ention | |
| - ▁saying | |
| - ▁commun | |
| - ▁An | |
| - akes | |
| - ▁belie | |
| - ▁between | |
| - ▁better | |
| - cus | |
| - ▁place | |
| - ▁gener | |
| - ▁ca | |
| - ▁ins | |
| - ▁ass | |
| - cond | |
| - cept | |
| - ull | |
| - ▁understand | |
| - ▁fun | |
| - ▁thought | |
| - gan | |
| - iew | |
| - cy | |
| - ution | |
| - ope | |
| - ason | |
| - ▁problem | |
| - ▁doesn | |
| - ational | |
| - ▁read | |
| - ▁trying | |
| - ▁sch | |
| - ▁el | |
| - ah | |
| - atter | |
| - ▁exper | |
| - ▁four | |
| - ▁ele | |
| - ▁cou | |
| - ont | |
| - ▁called | |
| - ▁partic | |
| - ▁open | |
| - ▁gl | |
| - ▁everything | |
| - ▁eff | |
| - ▁getting | |
| - ▁ty | |
| - ▁Am | |
| - ▁Because | |
| - ave | |
| - ▁met | |
| - ▁Like | |
| - oney | |
| - ▁ | |
| - e | |
| - t | |
| - o | |
| - a | |
| - 'n' | |
| - i | |
| - s | |
| - h | |
| - r | |
| - l | |
| - d | |
| - u | |
| - c | |
| - 'y' | |
| - m | |
| - g | |
| - w | |
| - f | |
| - p | |
| - ',' | |
| - b | |
| - . | |
| - k | |
| - v | |
| - '''' | |
| - I | |
| - T | |
| - A | |
| - S | |
| - j | |
| - x | |
| - W | |
| - B | |
| - C | |
| - '?' | |
| - '0' | |
| - O | |
| - '-' | |
| - M | |
| - H | |
| - 'Y' | |
| - q | |
| - '1' | |
| - P | |
| - z | |
| - L | |
| - D | |
| - 'N' | |
| - G | |
| - F | |
| - R | |
| - E | |
| - '2' | |
| - J | |
| - U | |
| - ':' | |
| - '5' | |
| - '9' | |
| - '3' | |
| - K | |
| - '4' | |
| - V | |
| - '8' | |
| - '6' | |
| - '7' | |
| - '!' | |
| - '%' | |
| - Q | |
| - $ | |
| - Z | |
| - X | |
| - é | |
| - / | |
| - í | |
| - á | |
| - £ | |
| - ó | |
| - ā | |
| - ü | |
| - ñ | |
| - ö | |
| - è | |
| - ç | |
| - à | |
| - ¿ | |
| - μ | |
| - π | |
| - ä | |
| - ú | |
| - θ | |
| - ã | |
| - φ | |
| - ī | |
| - σ | |
| - ê | |
| - ρ | |
| - â | |
| - ô | |
| - ^ | |
| - € | |
| - É | |
| - ū | |
| - Δ | |
| - λ | |
| - α | |
| - τ | |
| - æ | |
| - а | |
| - о | |
| - ν | |
| - î | |
| - γ | |
| - ψ | |
| - ē | |
| - т | |
| - ß | |
| - ω | |
| - ï | |
| - ć | |
| - č | |
| - ε | |
| - е | |
| - и | |
| - ò | |
| - р | |
| - β | |
| - ø | |
| - ł | |
| - δ | |
| - η | |
| - п | |
| - ë | |
| - н | |
| - с | |
| - š | |
| - Ü | |
| - å | |
| - ń | |
| - ś | |
| - я | |
| - đ | |
| - л | |
| - м | |
| - Ö | |
| - û | |
| - ș | |
| - в | |
| - Á | |
| - Ø | |
| - ù | |
| - ο | |
| - ч | |
| - ь | |
| - ž | |
| - Φ | |
| - у | |
| - ę | |
| - ι | |
| - б | |
| - г | |
| - к | |
| - ő | |
| - Ś | |
| - Ω | |
| - κ | |
| - υ | |
| - ì | |
| - Č | |
| - έ | |
| - х | |
| - ы | |
| - Å | |
| - Ç | |
| - ż | |
| - ί | |
| - ζ | |
| - χ | |
| - э | |
| - Æ | |
| - Í | |
| - õ | |
| - ě | |
| - ħ | |
| - Ł | |
| - œ | |
| - Ž | |
| - ț | |
| - Γ | |
| - П | |
| - д | |
| - з | |
| - ф | |
| - ¡ | |
| - À | |
| - Î | |
| - Ā | |
| - ė | |
| - Š | |
| - ź | |
| - Κ | |
| - Ψ | |
| - ά | |
| - ξ | |
| - ό | |
| decoding: | |
| strategy: greedy_batch | |
| model_type: tdt | |
| durations: | |
| - 0 | |
| - 1 | |
| - 2 | |
| - 3 | |
| - 4 | |
| compute_timestamps: true | |
| preserve_alignments: false | |
| greedy: | |
| max_symbols: 10 | |
| beam: | |
| beam_size: 2 | |
| return_best_hypothesis: false | |
| score_norm: true | |
| tsd_max_sym_exp: 50 | |
| alsd_max_target_len: 2.0 | |
| loss: | |
| loss_name: tdt | |
| tdt_kwargs: | |
| fastemit_lambda: 0.0 | |
| clamp: -1.0 | |
| durations: | |
| - 0 | |
| - 1 | |
| - 2 | |
| - 3 | |
| - 4 | |
| sigma: 0.02 | |
| omega: 0.1 | |
| optim: | |
| name: adamw | |
| lr: 0.5 | |
| betas: | |
| - 0.9 | |
| - 0.98 | |
| weight_decay: 0.001 | |
| sched: | |
| name: NoamAnnealing | |
| d_model: 1024 | |
| warmup_steps: 2000 | |
| warmup_ratio: null | |
| min_lr: 1.0e-06 | |
| labels: | |
| - <unk> | |
| - ▁t | |
| - ▁th | |
| - ▁a | |
| - in | |
| - ▁the | |
| - re | |
| - ▁w | |
| - ▁o | |
| - ▁s | |
| - at | |
| - ou | |
| - er | |
| - nd | |
| - ▁i | |
| - ▁b | |
| - ▁c | |
| - 'on' | |
| - ▁h | |
| - ing | |
| - ▁to | |
| - ▁m | |
| - en | |
| - ▁f | |
| - ▁p | |
| - an | |
| - ▁d | |
| - es | |
| - or | |
| - ll | |
| - ▁of | |
| - ▁and | |
| - ▁y | |
| - ▁l | |
| - ▁I | |
| - it | |
| - ▁in | |
| - is | |
| - ed | |
| - ▁g | |
| - ▁you | |
| - ar | |
| - ▁that | |
| - om | |
| - as | |
| - ▁n | |
| - ve | |
| - us | |
| - ic | |
| - ow | |
| - al | |
| - ▁it | |
| - ▁be | |
| - ▁wh | |
| - le | |
| - ion | |
| - ut | |
| - ot | |
| - ▁we | |
| - ▁is | |
| - ▁e | |
| - et | |
| - ay | |
| - ▁re | |
| - ▁on | |
| - ▁T | |
| - ▁A | |
| - ▁ha | |
| - ent | |
| - ke | |
| - ct | |
| - ▁S | |
| - ig | |
| - ver | |
| - ▁Th | |
| - all | |
| - id | |
| - ▁for | |
| - ro | |
| - ▁he | |
| - se | |
| - ▁this | |
| - ld | |
| - ly | |
| - ▁go | |
| - ▁k | |
| - ▁st | |
| - st | |
| - ch | |
| - ▁li | |
| - ▁u | |
| - am | |
| - ur | |
| - ce | |
| - ith | |
| - im | |
| - ▁so | |
| - ▁have | |
| - ▁do | |
| - ht | |
| - th | |
| - ▁an | |
| - ▁with | |
| - ad | |
| - ▁r | |
| - ir | |
| - ▁was | |
| - ▁as | |
| - ▁W | |
| - ▁are | |
| - ust | |
| - ally | |
| - ▁j | |
| - ▁se | |
| - ation | |
| - od | |
| - ere | |
| - ▁like | |
| - ▁not | |
| - ▁kn | |
| - ight | |
| - ▁B | |
| - ▁they | |
| - ▁And | |
| - ▁know | |
| - ome | |
| - op | |
| - ▁can | |
| - ▁or | |
| - ▁sh | |
| - ▁me | |
| - ill | |
| - ant | |
| - ck | |
| - ▁what | |
| - ▁at | |
| - ▁ab | |
| - ould | |
| - ol | |
| - ▁So | |
| - ▁C | |
| - use | |
| - ter | |
| - il | |
| - ▁but | |
| - ▁just | |
| - ▁ne | |
| - ▁de | |
| - ra | |
| - ore | |
| - ▁there | |
| - ul | |
| - out | |
| - ▁con | |
| - ▁all | |
| - ▁The | |
| - ers | |
| - ▁H | |
| - ▁fr | |
| - ▁pro | |
| - ge | |
| - ea | |
| - ▁Y | |
| - ▁O | |
| - ▁M | |
| - pp | |
| - ▁com | |
| - ess | |
| - ▁ch | |
| - ▁al | |
| - est | |
| - ate | |
| - qu | |
| - ▁lo | |
| - ▁ex | |
| - very | |
| - ▁su | |
| - ain | |
| - ▁one | |
| - ca | |
| - art | |
| - ist | |
| - if | |
| - ive | |
| - ▁if | |
| - ink | |
| - nt | |
| - ab | |
| - ▁about | |
| - ▁going | |
| - ▁v | |
| - ▁wor | |
| - um | |
| - ok | |
| - ▁your | |
| - ▁my | |
| - ind | |
| - ▁get | |
| - cause | |
| - ▁from | |
| - ▁don | |
| - ri | |
| - pe | |
| - un | |
| - ity | |
| - ▁up | |
| - ▁P | |
| - ▁out | |
| - ort | |
| - ▁L | |
| - ment | |
| - el | |
| - ▁N | |
| - ▁some | |
| - ich | |
| - and | |
| - ▁think | |
| - em | |
| - oug | |
| - ▁G | |
| - os | |
| - ▁D | |
| - res | |
| - ▁because | |
| - ▁by | |
| - ake | |
| - ▁int | |
| - ie | |
| - ▁us | |
| - ▁tr | |
| - ▁then | |
| - ack | |
| - ▁pl | |
| - ▁here | |
| - ▁pe | |
| - her | |
| - ▁will | |
| - ▁F | |
| - ▁which | |
| - ard | |
| - ▁right | |
| - ▁thing | |
| - ▁want | |
| - ies | |
| - ople | |
| - ▁It | |
| - ▁them | |
| - ame | |
| - ▁We | |
| - our | |
| - ▁say | |
| - ▁R | |
| - ▁people | |
| - ▁see | |
| - ▁who | |
| - ast | |
| - ure | |
| - ect | |
| - ear | |
| - ▁tim | |
| - ▁E | |
| - ▁You | |
| - ▁would | |
| - ▁when | |
| - ven | |
| - ▁our | |
| - ci | |
| - ▁really | |
| - ▁more | |
| - ound | |
| - ose | |
| - ak | |
| - ▁co | |
| - ide | |
| - ough | |
| - ▁had | |
| - so | |
| - ▁qu | |
| - eah | |
| - ▁were | |
| - ine | |
| - ▁act | |
| - ther | |
| - ▁these | |
| - ▁how | |
| - ▁now | |
| - ▁sa | |
| - ud | |
| - ▁Wh | |
| - ▁man | |
| - ous | |
| - one | |
| - pt | |
| - ff | |
| - ong | |
| - ▁has | |
| - ▁any | |
| - ▁very | |
| - ▁But | |
| - ▁look | |
| - iv | |
| - itt | |
| - ▁time | |
| - ▁mo | |
| - ▁ar | |
| - hing | |
| - ▁le | |
| - ▁work | |
| - ▁their | |
| - are | |
| - ▁his | |
| - per | |
| - ions | |
| - ▁im | |
| - ▁ag | |
| - ▁J | |
| - ▁no | |
| - ▁en | |
| - ▁got | |
| - ag | |
| - ▁sp | |
| - ans | |
| - act | |
| - ▁te | |
| - ▁also | |
| - iz | |
| - ice | |
| - ▁That | |
| - ▁cl | |
| - ▁been | |
| - ▁way | |
| - ▁fe | |
| - ▁did | |
| - ple | |
| - ually | |
| - ▁other | |
| - ▁U | |
| - ite | |
| - age | |
| - omet | |
| - ber | |
| - reat | |
| - ree | |
| - ▁into | |
| - own | |
| - ▁tw | |
| - ▁part | |
| - alk | |
| - ▁where | |
| - ▁need | |
| - ▁every | |
| - pl | |
| - ▁ad | |
| - ry | |
| - ▁over | |
| - ble | |
| - ap | |
| - ue | |
| - ▁kind | |
| - ▁po | |
| - ▁back | |
| - ▁cont | |
| - iff | |
| - ▁somet | |
| - ▁pr | |
| - nder | |
| - ire | |
| - ▁good | |
| - ▁than | |
| - ace | |
| - ▁gu | |
| - ep | |
| - og | |
| - ick | |
| - way | |
| - ▁lot | |
| - ▁un | |
| - ▁things | |
| - ▁In | |
| - ish | |
| - kay | |
| - ▁well | |
| - ▁could | |
| - ▁pre | |
| - ▁two | |
| - irst | |
| - ▁diff | |
| - ach | |
| - cc | |
| - ittle | |
| - int | |
| - ▁He | |
| - ▁those | |
| - ence | |
| - ip | |
| - ase | |
| - ▁him | |
| - ▁make | |
| - ▁little | |
| - ical | |
| - ▁gr | |
| - ▁year | |
| - ass | |
| - ▁thr | |
| - uch | |
| - ated | |
| - ▁This | |
| - ▁off | |
| - ▁res | |
| - ac | |
| - ance | |
| - ▁actually | |
| - ▁talk | |
| - ult | |
| - able | |
| - orm | |
| - ▁dis | |
| - ▁first | |
| - ations | |
| - ▁something | |
| - ▁she | |
| - sel | |
| - ▁let | |
| - ord | |
| - ▁may | |
| - ia | |
| - ▁am | |
| - ▁her | |
| - ▁said | |
| - ▁bo | |
| - be | |
| - ount | |
| - ▁much | |
| - ▁per | |
| - ▁even | |
| - ▁differe | |
| - vel | |
| - ary | |
| - ▁app | |
| - ving | |
| - ▁comm | |
| - ▁imp | |
| - ys | |
| - ▁again | |
| - ress | |
| - ▁yeah | |
| - ▁down | |
| - ang | |
| - ▁mean | |
| - na | |
| - ens | |
| - ▁does | |
| - ▁fo | |
| - ▁comp | |
| - ▁ro | |
| - ▁bl | |
| - ody | |
| - ▁K | |
| - ▁through | |
| - ▁start | |
| - uct | |
| - ▁only | |
| - ▁bet | |
| - ▁under | |
| - ▁br | |
| - ▁take | |
| - ning | |
| - ▁bu | |
| - ▁use | |
| - ▁Ch | |
| - xt | |
| - co | |
| - ory | |
| - ild | |
| - ▁put | |
| - ▁call | |
| - ▁new | |
| - other | |
| - ting | |
| - ▁happ | |
| - ater | |
| - ▁inc | |
| - ition | |
| - ▁different | |
| - ▁should | |
| - ade | |
| - ign | |
| - thing | |
| - ▁day | |
| - fore | |
| - ▁Yeah | |
| - ark | |
| - ile | |
| - ial | |
| - ▁come | |
| - ▁They | |
| - ▁being | |
| - ▁try | |
| - ious | |
| - ▁sc | |
| - ▁bit | |
| - ▁spe | |
| - ub | |
| - fe | |
| - ▁doing | |
| - ▁St | |
| - vers | |
| - av | |
| - ty | |
| - ian | |
| - onna | |
| - red | |
| - wn | |
| - ▁ke | |
| - form | |
| - ors | |
| - ▁fl | |
| - fter | |
| - ail | |
| - ents | |
| - ▁gonna | |
| - ▁point | |
| - ces | |
| - ▁There | |
| - self | |
| - ▁many | |
| - ▁If | |
| - ▁same | |
| - ▁sy | |
| - ▁quest | |
| - ▁most | |
| - ▁great | |
| - ▁What | |
| - ▁fu | |
| - ug | |
| - ▁show | |
| - we | |
| - ual | |
| - ons | |
| - ▁Be | |
| - ically | |
| - ▁ser | |
| - ▁rem | |
| - ▁ind | |
| - ▁pers | |
| - ▁V | |
| - he | |
| - ▁str | |
| - ved | |
| - ▁still | |
| - ank | |
| - ▁rec | |
| - ▁wr | |
| - ought | |
| - day | |
| - ath | |
| - ▁end | |
| - ▁bas | |
| - ft | |
| - erm | |
| - body | |
| - ph | |
| - ject | |
| - ict | |
| - ▁play | |
| - ▁Is | |
| - ates | |
| - ▁ph | |
| - oth | |
| - ▁acc | |
| - get | |
| - ▁years | |
| - ▁em | |
| - ▁id | |
| - ▁Oh | |
| - ves | |
| - ever | |
| - ▁inter | |
| - ▁rel | |
| - ▁before | |
| - ▁feel | |
| - igh | |
| - ▁three | |
| - iss | |
| - ▁des | |
| - ne | |
| - ▁why | |
| - ▁uh | |
| - ▁To | |
| - ▁cons | |
| - ▁hel | |
| - ▁after | |
| - ower | |
| - urn | |
| - ▁okay | |
| - ▁long | |
| - ▁bel | |
| - ▁around | |
| - ful | |
| - te | |
| - ise | |
| - ▁ob | |
| - ▁supp | |
| - ady | |
| - ange | |
| - aking | |
| - ▁pos | |
| - atch | |
| - ▁tra | |
| - gr | |
| - ▁might | |
| - ert | |
| - ▁help | |
| - ost | |
| - ▁too | |
| - cial | |
| - ▁world | |
| - ▁give | |
| - ike | |
| - ▁Okay | |
| - ways | |
| - ▁min | |
| - ward | |
| - ily | |
| - ▁gen | |
| - ▁find | |
| - ▁dec | |
| - ular | |
| - ob | |
| - ▁tell | |
| - ▁Now | |
| - ▁sm | |
| - ▁cour | |
| - ▁real | |
| - cess | |
| - nds | |
| - ▁big | |
| - ▁num | |
| - ction | |
| - ▁add | |
| - ▁set | |
| - ▁um | |
| - ood | |
| - ible | |
| - ▁own | |
| - ▁life | |
| - ities | |
| - ▁its | |
| - ▁God | |
| - pect | |
| - ▁didn | |
| - stem | |
| - les | |
| - uc | |
| - ib | |
| - ating | |
| - olog | |
| - ▁person | |
| - ▁inv | |
| - ably | |
| - ▁sure | |
| - ▁reg | |
| - lic | |
| - ▁stu | |
| - ▁cr | |
| - ▁ev | |
| - ments | |
| - ▁another | |
| - ▁la | |
| - ▁last | |
| - ▁sub | |
| - ▁att | |
| - ▁op | |
| - ▁inst | |
| - ▁sl | |
| - ▁happen | |
| - ▁rep | |
| - ▁import | |
| - ific | |
| - ix | |
| - ▁made | |
| - ▁ear | |
| - ▁ac | |
| - ▁def | |
| - ute | |
| - ▁next | |
| - ative | |
| - ▁form | |
| - ▁guys | |
| - ▁system | |
| - ew | |
| - ▁able | |
| - ied | |
| - ▁always | |
| - ren | |
| - erest | |
| - ▁As | |
| - ▁mod | |
| - ▁done | |
| - ings | |
| - ▁love | |
| - ism | |
| - ▁ask | |
| - old | |
| - ered | |
| - ▁trans | |
| - ▁count | |
| - ility | |
| - ▁high | |
| - ▁fin | |
| - ▁prob | |
| - ▁pol | |
| - ▁exam | |
| - ▁pres | |
| - ▁maybe | |
| - ell | |
| - ▁stud | |
| - ▁prod | |
| - ▁car | |
| - ock | |
| - ▁used | |
| - oy | |
| - stand | |
| - ▁No | |
| - ▁mon | |
| - ks | |
| - ▁interest | |
| - ▁ent | |
| - ited | |
| - ▁sort | |
| - ▁For | |
| - ▁today | |
| - ics | |
| - ▁vide | |
| - ▁bec | |
| - ▁Well | |
| - ▁Al | |
| - ▁important | |
| - ▁such | |
| - ▁run | |
| - ▁keep | |
| - ▁fact | |
| - ata | |
| - ss | |
| - ▁never | |
| - ween | |
| - ▁stuff | |
| - ract | |
| - ▁question | |
| - als | |
| - ▁sim | |
| - vern | |
| - ather | |
| - ▁course | |
| - ▁Of | |
| - oc | |
| - ness | |
| - arch | |
| - ize | |
| - ▁All | |
| - ense | |
| - blem | |
| - ▁probably | |
| - hip | |
| - ▁number | |
| - ention | |
| - ▁saying | |
| - ▁commun | |
| - ▁An | |
| - akes | |
| - ▁belie | |
| - ▁between | |
| - ▁better | |
| - cus | |
| - ▁place | |
| - ▁gener | |
| - ▁ca | |
| - ▁ins | |
| - ▁ass | |
| - cond | |
| - cept | |
| - ull | |
| - ▁understand | |
| - ▁fun | |
| - ▁thought | |
| - gan | |
| - iew | |
| - cy | |
| - ution | |
| - ope | |
| - ason | |
| - ▁problem | |
| - ▁doesn | |
| - ational | |
| - ▁read | |
| - ▁trying | |
| - ▁sch | |
| - ▁el | |
| - ah | |
| - atter | |
| - ▁exper | |
| - ▁four | |
| - ▁ele | |
| - ▁cou | |
| - ont | |
| - ▁called | |
| - ▁partic | |
| - ▁open | |
| - ▁gl | |
| - ▁everything | |
| - ▁eff | |
| - ▁getting | |
| - ▁ty | |
| - ▁Am | |
| - ▁Because | |
| - ave | |
| - ▁met | |
| - ▁Like | |
| - oney | |
| - ▁ | |
| - e | |
| - t | |
| - o | |
| - a | |
| - 'n' | |
| - i | |
| - s | |
| - h | |
| - r | |
| - l | |
| - d | |
| - u | |
| - c | |
| - 'y' | |
| - m | |
| - g | |
| - w | |
| - f | |
| - p | |
| - ',' | |
| - b | |
| - . | |
| - k | |
| - v | |
| - '''' | |
| - I | |
| - T | |
| - A | |
| - S | |
| - j | |
| - x | |
| - W | |
| - B | |
| - C | |
| - '?' | |
| - '0' | |
| - O | |
| - '-' | |
| - M | |
| - H | |
| - 'Y' | |
| - q | |
| - '1' | |
| - P | |
| - z | |
| - L | |
| - D | |
| - 'N' | |
| - G | |
| - F | |
| - R | |
| - E | |
| - '2' | |
| - J | |
| - U | |
| - ':' | |
| - '5' | |
| - '9' | |
| - '3' | |
| - K | |
| - '4' | |
| - V | |
| - '8' | |
| - '6' | |
| - '7' | |
| - '!' | |
| - '%' | |
| - Q | |
| - $ | |
| - Z | |
| - X | |
| - é | |
| - / | |
| - í | |
| - á | |
| - £ | |
| - ó | |
| - ā | |
| - ü | |
| - ñ | |
| - ö | |
| - è | |
| - ç | |
| - à | |
| - ¿ | |
| - μ | |
| - π | |
| - ä | |
| - ú | |
| - θ | |
| - ã | |
| - φ | |
| - ī | |
| - σ | |
| - ê | |
| - ρ | |
| - â | |
| - ô | |
| - ^ | |
| - € | |
| - É | |
| - ū | |
| - Δ | |
| - λ | |
| - α | |
| - τ | |
| - æ | |
| - а | |
| - о | |
| - ν | |
| - î | |
| - γ | |
| - ψ | |
| - ē | |
| - т | |
| - ß | |
| - ω | |
| - ï | |
| - ć | |
| - č | |
| - ε | |
| - е | |
| - и | |
| - ò | |
| - р | |
| - β | |
| - ø | |
| - ł | |
| - δ | |
| - η | |
| - п | |
| - ë | |
| - н | |
| - с | |
| - š | |
| - Ü | |
| - å | |
| - ń | |
| - ś | |
| - я | |
| - đ | |
| - л | |
| - м | |
| - Ö | |
| - û | |
| - ș | |
| - в | |
| - Á | |
| - Ø | |
| - ù | |
| - ο | |
| - ч | |
| - ь | |
| - ž | |
| - Φ | |
| - у | |
| - ę | |
| - ι | |
| - б | |
| - г | |
| - к | |
| - ő | |
| - Ś | |
| - Ω | |
| - κ | |
| - υ | |
| - ì | |
| - Č | |
| - έ | |
| - х | |
| - ы | |
| - Å | |
| - Ç | |
| - ż | |
| - ί | |
| - ζ | |
| - χ | |
| - э | |
| - Æ | |
| - Í | |
| - õ | |
| - ě | |
| - ħ | |
| - Ł | |
| - œ | |
| - Ž | |
| - ț | |
| - Γ | |
| - П | |
| - д | |
| - з | |
| - ф | |
| - ¡ | |
| - À | |
| - Î | |
| - Ā | |
| - ė | |
| - Š | |
| - ź | |
| - Κ | |
| - Ψ | |
| - ά | |
| - ξ | |
| - ό | |
| target: src.model.asr_bpe_model.EncDecRNNTBPEModelSTNO | |
| nemo_version: 2.7.3 | |