Karthik_DSTC2_asr_train_asr_Hubert_transformer
/
exp
/asr_stats_raw_en_word
/logdir
/stats.33
/config.yaml
| config: conf/train_hubert.yaml | |
| print_config: false | |
| log_level: INFO | |
| dry_run: false | |
| iterator_type: sequence | |
| output_dir: exp/asr_stats_raw_en_word/logdir/stats.33 | |
| ngpu: 0 | |
| seed: 0 | |
| num_workers: 1 | |
| num_att_plot: 3 | |
| dist_backend: nccl | |
| dist_init_method: env:// | |
| dist_world_size: null | |
| dist_rank: null | |
| local_rank: null | |
| dist_master_addr: null | |
| dist_master_port: null | |
| dist_launcher: null | |
| multiprocessing_distributed: false | |
| unused_parameters: false | |
| sharded_ddp: false | |
| cudnn_enabled: true | |
| cudnn_benchmark: false | |
| cudnn_deterministic: true | |
| collect_stats: true | |
| write_collected_feats: false | |
| max_epoch: 50 | |
| patience: null | |
| val_scheduler_criterion: | |
| - valid | |
| - loss | |
| early_stopping_criterion: | |
| - valid | |
| - loss | |
| - min | |
| best_model_criterion: | |
| - - valid | |
| - acc | |
| - max | |
| keep_nbest_models: 10 | |
| grad_clip: 5.0 | |
| grad_clip_type: 2.0 | |
| grad_noise: false | |
| accum_grad: 1 | |
| no_forward_run: false | |
| resume: false | |
| train_dtype: float32 | |
| use_amp: false | |
| log_interval: null | |
| use_tensorboard: true | |
| use_wandb: false | |
| wandb_project: null | |
| wandb_id: null | |
| wandb_entity: null | |
| wandb_name: null | |
| wandb_model_log_interval: -1 | |
| detect_anomaly: false | |
| pretrain_path: null | |
| init_param: [] | |
| ignore_init_mismatch: false | |
| freeze_param: | |
| - frontend.upstream | |
| num_iters_per_epoch: null | |
| batch_size: 20 | |
| valid_batch_size: null | |
| batch_bins: 1000000 | |
| valid_batch_bins: null | |
| train_shape_file: | |
| - exp/asr_stats_raw_en_word/logdir/train.33.scp | |
| valid_shape_file: | |
| - exp/asr_stats_raw_en_word/logdir/valid.33.scp | |
| batch_type: folded | |
| valid_batch_type: null | |
| fold_length: [] | |
| sort_in_batch: descending | |
| sort_batch: descending | |
| multiple_iterator: false | |
| chunk_length: 500 | |
| chunk_shift_ratio: 0.5 | |
| num_cache_chunks: 1024 | |
| train_data_path_and_name_and_type: | |
| - - dump/raw/train/wav.scp | |
| - speech | |
| - sound | |
| - - dump/raw/train/text | |
| - text | |
| - text | |
| valid_data_path_and_name_and_type: | |
| - - dump/raw/valid/wav.scp | |
| - speech | |
| - sound | |
| - - dump/raw/valid/text | |
| - text | |
| - text | |
| allow_variable_data_keys: false | |
| max_cache_size: 0.0 | |
| max_cache_fd: 32 | |
| valid_max_cache_size: null | |
| optim: adam | |
| optim_conf: | |
| lr: 0.0002 | |
| scheduler: warmuplr | |
| scheduler_conf: | |
| warmup_steps: 25000 | |
| token_list: | |
| - <blank> | |
| - <unk> | |
| - <utt> | |
| - <sep> | |
| - bye | |
| - the | |
| - food | |
| - you | |
| - thank | |
| - thankyou | |
| - good | |
| - request-phone | |
| - number | |
| - phone | |
| - request-addr | |
| - address | |
| - restaurant | |
| - of | |
| - i | |
| - what | |
| - is | |
| - a | |
| - in | |
| - town | |
| - reqalts | |
| - part | |
| - inform-this-dontcare | |
| - for | |
| - and | |
| - looking | |
| - im | |
| - whats | |
| - about | |
| - inform-pricerange-moderate | |
| - dont | |
| - that | |
| - care | |
| - affirm | |
| - cheap | |
| - inform-pricerange-cheap | |
| - south | |
| - inform-area-south | |
| - how | |
| - serves | |
| - have | |
| - moderately | |
| - 'yes' | |
| - priced | |
| - expensive | |
| - north | |
| - any | |
| - inform-pricerange-expensive | |
| - can | |
| - request-postcode | |
| - anything | |
| - else | |
| - inform-area-north | |
| - code | |
| - post | |
| - it | |
| - price | |
| - west | |
| - inform-area-west | |
| - east | |
| - type | |
| - inform-area-east | |
| - range | |
| - there | |
| - request-food | |
| - okay | |
| - oriental | |
| - goodbye | |
| - european | |
| - request-pricerange | |
| - area | |
| - want | |
| - an | |
| - inform-food-indian | |
| - indian | |
| - matter | |
| - doesnt | |
| - uh | |
| - thai | |
| - serve | |
| - request-area | |
| - inform-food-thai | |
| - inform-food-asian | |
| - asian | |
| - chinese | |
| - like | |
| - inform-area-centre | |
| - find | |
| - inform-food-chinese | |
| - inform-food-italian | |
| - italian | |
| - negate | |
| - center | |
| - 'no' | |
| - moderate | |
| - please | |
| - get | |
| - to | |
| - their | |
| - inform-food-european | |
| - serving | |
| - may | |
| - inform-area-dontcare | |
| - do | |
| - korean | |
| - spanish | |
| - inform-food-spanish | |
| - vietnamese | |
| - inform-food-vietnamese | |
| - inform-food-korean | |
| - id | |
| - could | |
| - american | |
| - british | |
| - inform-food-british | |
| - kind | |
| - need | |
| - inform-food-turkish | |
| - turkish | |
| - um | |
| - inform-food-portuguese | |
| - gastropub | |
| - portuguese | |
| - does | |
| - inform-food-gastropub | |
| - inform-food-french | |
| - french | |
| - would | |
| - inform-food-mediterranean | |
| - mediterranean | |
| - they | |
| - modern | |
| - hello | |
| - inform-food-modern | |
| - noise | |
| - inform-pricerange-dontcare | |
| - its | |
| - inform-food-international | |
| - international | |
| - me | |
| - should | |
| - inform-food-north | |
| - repeat | |
| - right | |
| - give | |
| - inform-food-seafood | |
| - inform-food-japanese | |
| - japanese | |
| - jamaican | |
| - inform-food-jamaican | |
| - inform-food-creative | |
| - creative | |
| - are | |
| - inform-food-mexican | |
| - mexican | |
| - telephone | |
| - another | |
| - one | |
| - hungarian | |
| - ah | |
| - something | |
| - inform-food-dontcare | |
| - inform-food-cantonese | |
| - cantonese | |
| - inform-food-cuban | |
| - cuban | |
| - inform-food-hungarian | |
| - hi | |
| - breath | |
| - sea | |
| - yea | |
| - am | |
| - inform-food-traditional | |
| - traditional | |
| - caribbean | |
| - restaurants | |
| - ack | |
| - inform-food-world | |
| - world | |
| - with | |
| - inform-food-caribbean | |
| - barbecue | |
| - inform-food-corsica | |
| - corsica | |
| - inform-food-lebanese | |
| - lebanese | |
| - be | |
| - inform-food-basque | |
| - postcode | |
| - inform-food-romanian | |
| - romanian | |
| - inform-food-greek | |
| - greek | |
| - inform-food-barbeque | |
| - inform-food-african | |
| - african | |
| - side | |
| - other | |
| - pan | |
| - inform-food-english | |
| - english | |
| - inform-food-danish | |
| - danish | |
| - venue | |
| - inform-food-malaysian | |
| - australian | |
| - inform-food-unusual | |
| - unusual | |
| - inform-food-moroccan | |
| - inform-food-kosher | |
| - kosher | |
| - thats | |
| - inform-food-scandinavian | |
| - inform-food-afghan | |
| - afghan | |
| - inform-food-polynesian | |
| - polynesian | |
| - bout | |
| - inform-food-german | |
| - german | |
| - not | |
| - inform-food-vegetarian | |
| - inform-food-persian | |
| - persian | |
| - scandinavian | |
| - basque | |
| - inform-food-belgian | |
| - malaysian | |
| - inform-food-australian | |
| - moroccan | |
| - christmas | |
| - inform-food-catalan | |
| - inform-food-canapes | |
| - vegetarian | |
| - 'on' | |
| - swedish | |
| - inform-food-irish | |
| - irish | |
| - canapes | |
| - inform-food-christmas | |
| - catalan | |
| - inform-food-venetian | |
| - inform-food-swedish | |
| - where | |
| - inform-food-tuscan | |
| - tuscan | |
| - inform-food-eritrean | |
| - venetian | |
| - inform-food-steakhouse | |
| - fusion | |
| - unintelligible | |
| - inform-food-bistro | |
| - bistro | |
| - yeah | |
| - alright | |
| - inform-food-swiss | |
| - swiss | |
| - inform-food-singaporean | |
| - seafood | |
| - know | |
| - confirm-pricerange-expensive | |
| - confirm-pricerange-moderate | |
| - next | |
| - oh | |
| - inform-food-brazilian | |
| - brazilian | |
| - inform-food-scottish | |
| - scottish | |
| - inform-food-fusion | |
| - inform-food-russian | |
| - russian | |
| - singaporean | |
| - kay | |
| - fine | |
| - inform-food-welsh | |
| - welsh | |
| - over | |
| - belgium | |
| - belgian | |
| - great | |
| - addre | |
| - inform-food-crossover | |
| - cool | |
| - steakhouse | |
| - confirm-food-chinese | |
| - inform-food-austrian | |
| - austrian | |
| - inform-food-polish | |
| - polish | |
| - again | |
| - centre | |
| - then | |
| - ok | |
| - halal | |
| - steak | |
| - back | |
| - thanks | |
| - inform-food-indonesian | |
| - indonesian | |
| - correct | |
| - well | |
| - confirm-area-centre | |
| - confirm-area-north | |
| - inform-food-halal | |
| - see | |
| - welcome | |
| - house | |
| - postal | |
| - pri | |
| - more | |
| - anywhere | |
| - central | |
| - crossover | |
| - much | |
| - very | |
| - located | |
| - my | |
| - confirm-pricerange-cheap | |
| - restart | |
| - start | |
| - go | |
| - just | |
| - iam | |
| - confirm-food-thai | |
| - confirm-food-korean | |
| - city | |
| - as | |
| - wok | |
| - option | |
| - was | |
| - two | |
| - your | |
| - confirm-food-gastropub | |
| - time | |
| - chiquito | |
| - inform-name-prezzo | |
| - prezzo | |
| - fuck | |
| - prices | |
| - reqmore | |
| - bask | |
| - different | |
| - cambridge | |
| - turkiesh | |
| - show | |
| - chineese | |
| - confirm-area-east | |
| - rest | |
| - request-name | |
| - name | |
| - try | |
| - sorry | |
| - foo | |
| - ye | |
| - ser | |
| - sells | |
| - change | |
| - confirm-food-hungarian | |
| - eritrean | |
| - but | |
| - eartrain | |
| - options | |
| - location | |
| - served | |
| - cross | |
| - k | |
| - inform-name-chiquito | |
| - bar | |
| - tv_noise | |
| - confirm-food-canapes | |
| - day | |
| - parts | |
| - malyasian | |
| - airitran | |
| - so | |
| - new | |
| - at | |
| - confirm-food-indian | |
| - confirm-food-portuguese | |
| - place | |
| - tell | |
| - though | |
| - choice | |
| - awesome | |
| - stop | |
| - inform-food-australasian | |
| - portugese | |
| - missing | |
| - sock | |
| - deny-name-golden | |
| - golden | |
| - park | |
| - tur | |
| - vinci | |
| - pizzeria | |
| - endonesian | |
| - needs | |
| - deny-food-korean | |
| - confirm-area-west | |
| - t | |
| - trying | |
| - dear | |
| - thatll | |
| - excellent | |
| - baskaye | |
| - confirm-food-basque | |
| - p | |
| - if | |
| - india | |
| - some | |
| - ran | |
| - moroccon | |
| - confirm-food-european | |
| - hut | |
| - all | |
| - airatarin | |
| - canope | |
| - tailand | |
| - vanessa | |
| - earatrain | |
| - shit | |
| - ts | |
| - confirm-food-steakhouse | |
| - cantonates | |
| - vegitarian | |
| - knocking | |
| - signaporian | |
| - foods | |
| - got | |
| - us | |
| - lets | |
| - f | |
| - medium | |
| - un | |
| - downtown | |
| - portugeuse | |
| - venues | |
| - talking | |
| - nymber | |
| - every | |
| - this | |
| - moron | |
| - says | |
| - sucks | |
| - itailian | |
| - chinses | |
| - elses | |
| - request-signature | |
| - special | |
| - restaurnt | |
| - confirm-food-fusion | |
| - spensive | |
| - scandinavia | |
| - gastro | |
| - pub | |
| - anyone | |
| - deny-food-chinese | |
| - res | |
| - derately | |
| - down | |
| - fancy | |
| - wha | |
| - alternative | |
| - confirm-food-mediterranean | |
| - confirm-food-caribbean | |
| - first | |
| - least | |
| - bart | |
| - selection | |
| - finally | |
| - somewhere | |
| - ko | |
| - sounds | |
| - said | |
| - eat | |
| - huh | |
| - searching | |
| - s | |
| - wrong | |
| - cute | |
| - ffood | |
| - earetree | |
| - earatree | |
| - confirm-food-modern | |
| - confirm-food-christmas | |
| - long | |
| - class | |
| - restauran | |
| - turk | |
| - deny-name-the | |
| - beside | |
| - yourself | |
| - hate | |
| - signaporean | |
| - restuarant | |
| - did | |
| - inform-name-da | |
| - da | |
| - only | |
| - int | |
| - inform-name-bloomsbury | |
| - bloomsbury | |
| - inaudible | |
| - scandanavian | |
| - done | |
| - confirm-food-indonesian | |
| - cancun | |
| - gasper | |
| - o | |
| - meant | |
| - plea | |
| - halo | |
| - inner | |
| - confirm-food-swedish | |
| - confirm-food-asian | |
| - wanna | |
| - catalanian | |
| - darling | |
| - canape | |
| - baskey | |
| - indians | |
| - bat | |
| - europ | |
| - now | |
| - canopy | |
| - restaraunt | |
| - medterranean | |
| - cant | |
| - deosnt | |
| - ostro | |
| - addrss | |
| - damn | |
| - deny-name-hk | |
| - hk | |
| - signapore | |
| - probably | |
| - ly | |
| - moderat | |
| - modereate | |
| - let | |
| - zip | |
| - spani | |
| - adddress | |
| - ori | |
| - euorpean | |
| - confirm-food-seafood | |
| - mistakes | |
| - ooh | |
| - confirm-food-spanish | |
| - worth | |
| - mediteranian | |
| - music | |
| - others | |
| - b | |
| - types | |
| - thing | |
| - fish | |
| - besides | |
| - confirm-food-halal | |
| - inform-name-pizza | |
| - pizza | |
| - ever | |
| - surprise | |
| - ones | |
| - train | |
| - arotrian | |
| - modertley | |
| - calling | |
| - minuet | |
| - york | |
| - sh | |
| - cost | |
| - confirm-area-south | |
| - bristish | |
| - confirm-food-british | |
| - loo | |
| - think | |
| - medetanian | |
| - wheres | |
| - his | |
| - confirm-food-turkish | |
| - inform-name-restaurant | |
| - euro | |
| - wondering | |
| - theres | |
| - afternoon | |
| - sure | |
| - might | |
| - umh | |
| - deny-food-vietnamese | |
| - art | |
| - rerestaurant | |
| - vietna | |
| - ne | |
| - take | |
| - modreately | |
| - air | |
| - tran | |
| - crosstalk | |
| - mind | |
| - ya | |
| - god | |
| - really | |
| - believe | |
| - confirm-food-italian | |
| - confirm-food-jamaican | |
| - preference | |
| - <sos/eos> | |
| init: null | |
| input_size: null | |
| ctc_conf: | |
| dropout_rate: 0.0 | |
| ctc_type: builtin | |
| reduce: true | |
| ignore_nan_grad: true | |
| model_conf: | |
| ctc_weight: 0.3 | |
| lsm_weight: 0.1 | |
| length_normalized_loss: false | |
| extract_feats_in_collect_stats: false | |
| use_preprocessor: true | |
| token_type: word | |
| bpemodel: null | |
| non_linguistic_symbols: null | |
| cleaner: null | |
| g2p: null | |
| speech_volume_normalize: null | |
| rir_scp: null | |
| rir_apply_prob: 1.0 | |
| noise_scp: null | |
| noise_apply_prob: 1.0 | |
| noise_db_range: '13_15' | |
| frontend: s3prl | |
| frontend_conf: | |
| frontend_conf: | |
| upstream: hubert_large_ll60k | |
| download_dir: ./hub | |
| multilayer_feature: true | |
| fs: 16k | |
| specaug: specaug | |
| specaug_conf: | |
| apply_time_warp: true | |
| time_warp_window: 5 | |
| time_warp_mode: bicubic | |
| apply_freq_mask: true | |
| freq_mask_width_range: | |
| - 0 | |
| - 30 | |
| num_freq_mask: 2 | |
| apply_time_mask: true | |
| time_mask_width_range: | |
| - 0 | |
| - 40 | |
| num_time_mask: 2 | |
| normalize: utterance_mvn | |
| normalize_conf: {} | |
| preencoder: linear | |
| preencoder_conf: | |
| input_size: 1024 | |
| output_size: 80 | |
| encoder: conformer | |
| encoder_conf: | |
| output_size: 512 | |
| attention_heads: 8 | |
| linear_units: 2048 | |
| num_blocks: 12 | |
| dropout_rate: 0.1 | |
| positional_dropout_rate: 0.1 | |
| attention_dropout_rate: 0.1 | |
| input_layer: conv2d | |
| normalize_before: true | |
| macaron_style: true | |
| pos_enc_layer_type: rel_pos | |
| selfattention_layer_type: rel_selfattn | |
| activation_type: swish | |
| use_cnn_module: true | |
| cnn_module_kernel: 31 | |
| postencoder: null | |
| postencoder_conf: {} | |
| decoder: transformer | |
| decoder_conf: | |
| attention_heads: 8 | |
| linear_units: 2048 | |
| num_blocks: 6 | |
| dropout_rate: 0.1 | |
| positional_dropout_rate: 0.1 | |
| self_attention_dropout_rate: 0.1 | |
| src_attention_dropout_rate: 0.1 | |
| required: | |
| - output_dir | |
| - token_list | |
| version: 0.10.3a3 | |
| distributed: false | |