Karthik_DSTC2_asr_train_asr_Hubert_transformer
/
exp
/asr_stats_raw_en_word
/logdir
/stats.43
/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.43 | |
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.43.scp | |
valid_shape_file: | |
- exp/asr_stats_raw_en_word/logdir/valid.43.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 | |