|
config: conf/train_asr.yaml |
|
print_config: false |
|
log_level: INFO |
|
dry_run: false |
|
iterator_type: sequence |
|
output_dir: exp/asr_train_asr_raw_en_word |
|
ngpu: 1 |
|
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: 0 |
|
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: false |
|
write_collected_feats: false |
|
max_epoch: 200 |
|
patience: null |
|
val_scheduler_criterion: |
|
- valid |
|
- loss |
|
early_stopping_criterion: |
|
- valid |
|
- loss |
|
- min |
|
best_model_criterion: |
|
- - train |
|
- loss |
|
- min |
|
- - valid |
|
- loss |
|
- min |
|
- - train |
|
- acc |
|
- max |
|
- - valid |
|
- acc |
|
- max |
|
keep_nbest_models: 5 |
|
grad_clip: 5.0 |
|
grad_clip_type: 2.0 |
|
grad_noise: false |
|
accum_grad: 1 |
|
no_forward_run: false |
|
resume: true |
|
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: [] |
|
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/train/speech_shape |
|
- exp/asr_stats_raw_en_word/train/text_shape.word |
|
valid_shape_file: |
|
- exp/asr_stats_raw_en_word/valid/speech_shape |
|
- exp/asr_stats_raw_en_word/valid/text_shape.word |
|
batch_type: folded |
|
valid_batch_type: null |
|
fold_length: |
|
- 80000 |
|
- 150 |
|
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 |
|
- mail |
|
- 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: 0.5 |
|
ignore_id: -1 |
|
lsm_weight: 0.0 |
|
length_normalized_loss: false |
|
report_cer: true |
|
report_wer: true |
|
sym_space: <space> |
|
sym_blank: <blank> |
|
extract_feats_in_collect_stats: true |
|
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: default |
|
frontend_conf: |
|
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: global_mvn |
|
normalize_conf: |
|
stats_file: exp/asr_stats_raw_en_word/train/feats_stats.npz |
|
preencoder: null |
|
preencoder_conf: {} |
|
encoder: transformer |
|
encoder_conf: |
|
output_size: 256 |
|
attention_heads: 4 |
|
linear_units: 2048 |
|
num_blocks: 12 |
|
dropout_rate: 0.1 |
|
positional_dropout_rate: 0.1 |
|
attention_dropout_rate: 0.0 |
|
input_layer: conv2d |
|
normalize_before: true |
|
postencoder: null |
|
postencoder_conf: {} |
|
decoder: transformer |
|
decoder_conf: |
|
attention_heads: 4 |
|
linear_units: 2048 |
|
num_blocks: 6 |
|
dropout_rate: 0.1 |
|
positional_dropout_rate: 0.1 |
|
self_attention_dropout_rate: 0.0 |
|
src_attention_dropout_rate: 0.0 |
|
required: |
|
- output_dir |
|
- token_list |
|
version: 0.10.3a3 |
|
distributed: false |
|
|