config: conf/train.yaml
print_config: false
log_level: INFO
drop_last_iter: false
dry_run: false
iterator_type: sequence
valid_iterator_type: null
output_dir: exp/asr_train_raw_en_bpe10000_sp
ngpu: 1
seed: 2022
num_workers: 2
num_att_plot: 3
dist_backend: nccl
dist_init_method: env://
dist_world_size: 2
dist_rank: 0
local_rank: 0
dist_master_addr: localhost
dist_master_port: 47889
dist_launcher: null
multiprocessing_distributed: true
unused_parameters: false
sharded_ddp: false
cudnn_enabled: true
cudnn_benchmark: false
cudnn_deterministic: true
collect_stats: false
write_collected_feats: false
max_epoch: 50
patience: 5
val_scheduler_criterion:
- valid
- loss
early_stopping_criterion:
- valid
- loss
- min
best_model_criterion:
-   - valid
    - acc
    - max
keep_nbest_models: 10
nbest_averaging_interval: 0
grad_clip: 5.0
grad_clip_type: 2.0
grad_noise: false
accum_grad: 3
no_forward_run: false
resume: true
train_dtype: float32
use_amp: true
log_interval: null
use_matplotlib: true
use_tensorboard: true
create_graph_in_tensorboard: false
use_wandb: false
wandb_project: null
wandb_id: null
wandb_entity: null
wandb_name: null
wandb_model_log_interval: -1
detect_anomaly: false
use_adapter: false
adapter: lora
save_strategy: all
adapter_conf: {}
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: 18000000
valid_batch_bins: null
train_shape_file:
- exp/asr_stats_raw_en_bpe10000_sp/train/speech_shape
- exp/asr_stats_raw_en_bpe10000_sp/train/text_shape.bpe
valid_shape_file:
- exp/asr_stats_raw_en_bpe10000_sp/valid/speech_shape
- exp/asr_stats_raw_en_bpe10000_sp/valid/text_shape.bpe
batch_type: numel
valid_batch_type: null
fold_length:
- 80000
- 150
sort_in_batch: descending
shuffle_within_batch: false
sort_batch: descending
multiple_iterator: false
chunk_length: 500
chunk_shift_ratio: 0.5
num_cache_chunks: 1024
chunk_excluded_key_prefixes: []
chunk_default_fs: null
chunk_max_abs_length: null
chunk_discard_short_samples: true
train_data_path_and_name_and_type:
-   - dump/raw/train_heldback_sp/wav.scp
    - speech
    - kaldi_ark
-   - dump/raw/train_heldback_sp/text
    - text
    - text
valid_data_path_and_name_and_type:
-   - dump/raw/dev/wav.scp
    - speech
    - kaldi_ark
-   - dump/raw/dev/text
    - text
    - text
allow_variable_data_keys: false
max_cache_size: 0.0
max_cache_fd: 32
allow_multi_rates: false
valid_max_cache_size: null
exclude_weight_decay: false
exclude_weight_decay_conf: {}
optim: adam
optim_conf:
    lr: 0.001
    weight_decay: 1.0e-06
scheduler: warmuplr
scheduler_conf:
    warmup_steps: 10000
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- pan
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- field
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- ▁deprive
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- volta
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- ▁unveil
- ▁scottish
- ▁decentralized
- ▁replicating
- ▁stride
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- ▁interval
- ▁instructor
- ▁imam
- ▁adore
- tapped
- phobia
- ▁strawberr
- ▁altruistic
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- ▁25
- ▁navigat
- rowing
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- ▁accumulating
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- ▁arkansas
- ▁bankrupt
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- ▁constellation
- ▁craving
- ▁darfur
- ▁degradation
- ▁disclose
- ▁douglas
- ▁frugal
- ▁gecko
- ▁humidity
- ▁inadequate
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- ▁indefinite
- ▁leisure
- ▁mississippi
- ▁oprah
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- archie
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- lousy
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- ▁fibro
- ▁crisp
- ▁canoe
- robe
- sighted
- genesis
- ▁snapp
- ▁grandpa
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- centralized
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- ▁overweight
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- lecommunications
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- ▁womb
- ▁inhabitants
- ▁blunt
- ▁descendants
- ▁kelly
- ▁sniff
- ▁billionaire
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- ▁idaho
- ▁nanoscale
- ▁oscar
- ▁seductive
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- captcha
- ▁kidnapped
- ▁synchrony
- ▁plow
- ▁prosperous
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- ▁lanka
- ▁intrinsically
- agnes
- ▁begging
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- ▁commentary
- ▁radius
- ▁audition
- ▁pedal
- fauna
- ▁claus
- ▁greg
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- flux
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- ▁astronomer
- ▁escap
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- ▁standardize
- ▁initiat
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- ▁isolate
- ▁contradict
- ▁immortal
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- ▁airbnb
- ▁ambiguous
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- ▁bruise
- ▁butterfly
- ▁byproduct
- ▁cassini
- ▁charities
- ▁cholesterol
- ▁complement
- ▁compulsive
- ▁dashboard
- ▁declaration
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- ▁efficacy
- ▁energies
- ▁everglades
- ▁exhilarating
- ▁headphones
- ▁hebrew
- ▁hostility
- ▁hydrant
- ▁hyena
- ▁ignorant
- ▁imperial
- ▁investigator
- ▁judici
- ▁kentucky
- ▁legitimacy
- ▁librarians
- ▁lithium
- ▁malawi
- ▁margaret
- ▁messenger
- ▁monologue
- ▁opaque
- ▁paleontolog
- ▁persuasive
- ▁prevalent
- ▁reframe
- ▁russell
- ▁sanctuary
- ▁shrunk
- ▁spreadsheet
- ▁storycorps
- ▁tahrir
- ▁tehran
- ▁typeface
- ▁unlimited
- ▁vegetarian
- ▁yogurt
- ▁bargain
- ▁cradle
- ▁dementia
- ▁eagle
- ▁embody
- ▁hominid
- ▁photoshop
- ▁rachel
- ▁redistribut
- ▁refresh
- ▁testament
- ▁thunder
- ▁wolfram
- ▁asperger
- ▁landmark
- ▁metasta
- ▁twentie
- ▁rosetta
- weaving
- ▁ignite
- ▁melody
- ▁alternate
- ▁orgasm
- ▁trawl
- ▁condense
- ▁churn
- ▁ingenious
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- ▁enact
- ▁vacant
- ▁helix
- ▁oxide
- ▁pdf
- ▁simplified
- ▁birch
- ▁porch
- ▁knob
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- ▁ribbon
- ▁disturbance
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- ▁pediatrician
- ▁acidification
- ▁kitten
- ▁wastewater
- ▁reset
- ▁sentien
- ▁editorial
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- ▁emulate
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- aunch
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- leaned
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- ▁telecom
- anthrop
- cogniz
- percussion
- ▁achilles
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- ▁automotive
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- ▁boulder
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- ▁contemplate
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- ▁doorstep
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- ▁emperor
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- ▁hospice
- ▁hypertension
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- ▁instagram
- ▁intangible
- ▁lakota
- ▁leveraging
- ▁lucifer
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- ▁mandarin
- ▁mermaid
- ▁mismatch
- ▁morgan
- ▁multicultural
- ▁napkin
- ▁nonverbal
- ▁perfume
- ▁photosynthesis
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- ▁puzzling
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- ▁sequester
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- ▁squirrel
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- ▁tadpole
- ▁tobacco
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- ▁translating
- ▁treadmill
- ▁umbrella
- ▁unthinkable
- ▁valentine
- ▁vienna
- consistency
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- ▁okapi
- ▁proxy
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- ▁discount
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- ▁premier
- ▁beaver
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- ▁gaming
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- ▁alleged
- ▁geese
- ▁boreal
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- ▁enduring
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- ▁cdc
- ▁doaa
- ▁minorities
- ▁staple
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- ▁flare
- prehensi
- ▁burger
- ▁hedge
- biotic
- piece
- world
- ▁mobiliz
- born
- ▁customize
- ductive
- ▁participant
- ennial
- ▁uplift
- onomic
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- ▁gradual
- ▁jealous
- ▁ineffective
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- neurotransmitter
- ▁amendment
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- ▁bureaucracy
- ▁childbirth
- ▁comprehend
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- ▁decorate
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- ▁detriment
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- ▁dubai
- ▁elusive
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- ▁exchanging
- ▁expenditure
- ▁graham
- ▁horrifying
- ▁houston
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- ▁illinois
- ▁imaginable
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- ▁infamous
- ▁inferior
- ▁influenza
- ▁innocence
- ▁jacque
- ▁madagascar
- ▁misunderstood
- ▁monopoly
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- ▁papua
- ▁portfolio
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- ▁remnant
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- ▁stubborn
- ▁submission
- ▁thanksgiving
- ▁thigh
- ▁thursday
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- ▁unbelievably
- ▁venezuela
- ▁wednesday
- ▁whistleblower
- ▁whistling
- ▁abolish
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- ▁deceive
- ▁hudson
- ▁reverberat
- ▁unpack
- ▁cramm
- ▁galvani
- ▁hopkins
- ▁reckon
- ivores
- ▁levitat
- ▁webcam
- ▁impart
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- ▁downhill
- ▁starving
- ▁defy
- ▁incision
- manuel
- ▁relay
- ▁motto
- ▁altar
- ▁stalk
- ▁bookstore
- ▁fringe
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- ▁neurogenesis
- ▁flint
- ▁latter
- ▁charisma
- ▁clark
- ▁retard
- ▁undertake
- ▁forbidden
- ▁foam
- ▁mourn
- ▁zipcar
- ▁geology
- ▁mailbox
- ▁wobbl
- ▁tuition
- ▁isaac
- ▁buddy
- ▁rigged
- ▁foraging
- elvis
- ▁rumor
- ▁sufi
- ▁niche
- ▁exert
- ▁lifesav
- ▁applica
- '30'
- competence
- jected
- argon
- stock
- organic
- filtered
- searched
- ▁cultivat
- breaking
- spiring
- lender
- ▁decipher
- althiest
- ▁midwest
- ▁requir
- ▁elevate
- ▁declare
- ▁browse
- mmunity
- appointed
- ▁hiroshi
- ▁carcinogen
- ▁tornado
- +
- centrifug
- conceivable
- ffluent
- sarcoma
- ▁archimedes
- ▁asymmetric
- ▁aurora
- ▁barbara
- ▁bumblebee
- ▁celsius
- ▁circus
- ▁compelled
- ▁compensation
- ▁consequent
- ▁crochet
- ▁devoid
- ▁diffusion
- ▁discharge
- ▁disengag
- ▁encompass
- ▁excruciating
- ▁exterior
- ▁filament
- ▁graduation
- ▁heterosexual
- ▁honduras
- ▁immoral
- ▁impatient
- ▁indicating
- ▁inflammat
- ▁interrogate
- ▁intractable
- ▁invisibility
- ▁irregular
- ▁istanbul
- ▁knives
- ▁lexicon
- ▁litigation
- ▁mahatma
- ▁matthew
- ▁mercury
- ▁minnesota
- ▁mistrust
- ▁mohammed
- ▁monetary
- ▁neutron
- ▁ninja
- ▁nonviolence
- ▁nostalgi
- ▁obsessive
- ▁panbanisha
- ▁pinnacle
- ▁precursor
- ▁redundancy
- ▁repetitive
- ▁sabbatical
- ▁savage
- ▁scrutiny
- ▁sensual
- ▁soybean
- ▁spectacle
- ▁sprinkle
- ▁stockholm
- ▁stunned
- ▁succumb
- ▁superconductor
- ▁superficial
- ▁synonymous
- ▁tamiflu
- ▁thermostat
- ▁toothbrush
- ▁transcript
- ▁untouched
- ▁variability
- ▁vertebrate
- ▁administer
- ▁ambient
- ▁amphibi
- ▁artisan
- ▁evolutionarily
- ▁inaugura
- ▁judging
- ▁nfl
- ▁rejuvenat
- ▁reshape
- ▁sampling
- ▁skyrocket
- ▁gordon
- ▁ronald
- ▁breastfeed
- ▁clerk
- ▁degrading
- ▁hispanic
- ▁zodiac
- vantage
- ▁anthropology
- ▁handbag
- ▁rotten
- ▁lawrence
- ▁goddess
- ▁parrot
- ▁jimmy
- ▁massacre
- ▁modalit
- ▁stitch
- movable
- ▁bliss
- ▁clutch
- ▁vitro
- ▁overfishing
- ▁socket
- ▁hungarian
- ▁snack
- ▁ventilation
- ▁assembling
- ▁hologram
- ▁goof
- ▁affirmative
- ▁saltwater
- ▁resume
- ▁radiologist
- ▁enlist
- ▁trench
- ▁mural
- ▁grill
- ▁sideways
- ▁abyss
- ▁rehab
- ▁megacit
- transformational
- criminal
- ▁confer
- differentiated
- ▁battl
- ▁advocat
- ▁nutritio
- ▁squeez
- imming
- ▁induce
- ▁psychiatr
- ▁prosper
- ▁resurrect
- efficiencies
- ▁accustomed
- ▁annoyed
- ▁anthony
- ▁anticipation
- ▁arrogant
- ▁baghdad
- ▁breeze
- ▁brochure
- ▁buffalo
- ▁cemetery
- ▁cheetah
- ▁coconut
- ▁collapsing
- ▁cortisol
- ▁currencies
- ▁deemed
- ▁definitive
- ▁devastation
- ▁esoteric
- ▁fascination
- ▁fatigue
- ▁ferguson
- ▁geiger
- ▁gradient
- ▁graduating
- ▁hashtag
- ▁julius
- ▁lollipop
- ▁malignant
- ▁merchant
- ▁missouri
- ▁monogam
- ▁motivating
- ▁neumann
- ▁neurosurgeon
- ▁oblivious
- ▁outweigh
- ▁paycheck
- ▁primordial
- ▁protagonist
- ▁provocative
- ▁purchasing
- ▁qualitative
- ▁repositor
- ▁seatbelt
- ▁semantic
- ▁sergio
- ▁sophistication
- ▁sorrow
- ▁spectator
- ▁stimulating
- ▁submerge
- ▁suspicion
- ▁terabyte
- ▁turbulent
- ▁ukraine
- ▁unexplored
- ▁upstairs
- ▁utilitarian
- ▁vaccination
- ▁biography
- ▁bruno
- ▁carriage
- ▁crux
- ▁culminat
- ▁gospel
- ▁imitation
- ▁occurrence
- ▁pennies
- ▁revisit
- ▁safeguard
- ▁stagnat
- ▁thirst
- convulsi
- ▁conjure
- ▁endurance
- ▁fission
- ▁gyrus
- ▁microrna
- ▁multitask
- ▁premium
- ▁nichol
- ▁uterus
- ▁stockpile
- ▁gloss
- ▁lynch
- ▁titus
- ▁pluto
- ▁joking
- ▁carcass
- ▁compost
- ▁trafficked
- ▁spores
- ▁childcare
- ▁hardwir
- ▁diaper
- ▁proust
- ▁shaming
- ▁carving
- ▁slippery
- ▁reign
- ▁beheading
- ▁hocke
- ▁ikea
- ▁saddle
- ▁nominate
- ▁poise
- ▁cursor
- ▁roost
- ▁cohesi
- ▁blaz
- ▁conspir
- respective
- clined
- course
- ▁nutrient
- ▁husk
- ▁statu
- ▁utilize
- ▁disintegrat
- ometric
- ancies
- ▁extrem
- incidence
- ollen
- solvable
- ▁aboriginal
- ▁administrative
- ▁alleviate
- ▁ancestral
- ▁antiretroviral
- ▁appetite
- ▁astonished
- ▁astrophysic
- ▁audacity
- ▁balconies
- ▁biomimic
- ▁biomolecule
- ▁biopsy
- ▁bisexual
- ▁botswana
- ▁cadaver
- ▁caterpillar
- ▁charitable
- ▁clutter
- ▁contemplating
- ▁crowdsource
- ▁defensive
- ▁detergent
- ▁diagnosing
- ▁disparity
- ▁ecuador
- ▁elevation
- ▁energize
- ▁entitlement
- ▁entrenched
- ▁fragility
- ▁gratification
- ▁grizzly
- ▁helvetica
- ▁hummingbird
- ▁implies
- ▁insecurity
- ▁jennie
- ▁jennifer
- ▁judaism
- ▁lesterland
- ▁mcgowan
- ▁mitochondria
- ▁monolith
- ▁motivator
- ▁mubarak
- ▁mutilation
- ▁nationwide
- ▁outsource
- ▁papaya
- ▁paraphrase
- ▁perseverance
- ▁plutocrat
- ▁plywood
- ▁porridge
- ▁precaution
- ▁proximity
- ▁redefining
- ▁reversal
- ▁sanitary
- ▁snippet
- ▁substrate
- ▁superintelligen
- ▁synagogue
- ▁synthesizer
- ▁taylor
- ▁transgress
- ▁transnational
- ▁typewriter
- ▁uncommon
- ▁volatile
- ▁whack
- ▁whirlwind
- ▁wrestling
- estimation
- ▁bassem
- ▁dizzy
- ▁goggles
- ▁inflict
- ▁privatiz
- ▁pseudo
- ▁recursive
- ▁spoof
- ▁devour
- ▁melinda
- ▁ynh
- ▁endemic
- ▁traumatized
- ▁memoir
- ▁prolong
- ▁scoop
- ▁movember
- ▁wield
- ▁savor
- austin
- ▁crippl
- ▁outstanding
- ▁empti
- ▁magnifie
- ▁strangl
- ▁dispose
- visibly
- ▁cedar
- ▁blair
- ▁inequit
- ▁seduce
- ▁ounce
- ▁barbaria
- ▁paddle
- ▁musu
- ▁revise
- ▁revert
- ▁sublim
- ▁ankle
- environmentalist
- ▁molt
- ridden
- predictability
- ground
- ▁aggregat
- ▁eradicat
- ▁taxonom
- ▁incorporat
- woman
- semit
- ▁altruist
- ▁apologi
- ▁julia
- ▁coordinat
- ▁writ
- ▁recap
- ▁propriet
- grazing
- njunction
- ▁academia
- ▁alfred
- ▁brothel
- ▁browsing
- ▁cassette
- ▁chariot
- ▁cockpit
- ▁combustion
- ▁cyborg
- ▁derivative
- ▁desirable
- ▁deteriorate
- ▁diaspora
- ▁dorothy
- ▁doughnut
- ▁dublin
- ▁duplicate
- ▁eloquent
- ▁embodiment
- ▁engulf
- ▁escort
- ▁exoskeleton
- ▁feasible
- ▁footsteps
- ▁galois
- ▁granny
- ▁hallmark
- ▁hampshire
- ▁heavier
- ▁illustrator
- ▁imprint
- ▁interdependence
- ▁isotope
- ▁latrine
- ▁leapfrog
- ▁logarithm
- ▁majest
- ▁microprocessor
- ▁mogadishu
- ▁moisture
- ▁monastery
- ▁multiplied
- ▁mutilated
- ▁nephew
- ▁oasis
- ▁optimization
- ▁orthopedic
- ▁petroleum
- ▁pluripotent
- ▁poaching
- ▁refrigeration
- ▁rehearsal
- ▁repetition
- ▁repurpose
- ▁reunited
- ▁rockefeller
- ▁salvation
- ▁sausage
- ▁scramble
- ▁sebastian
- ▁solomon
- ▁trinidad
- ▁unrelated
- ▁yahoo
- cellulose
- ▁attentive
- ▁elicit
- ▁insidious
- ▁laparoscopic
- ▁prairie
- ▁retaliat
- ▁striving
- ▁suffocat
- ▁underwear
- ▁volts
- ▁arsenal
- ▁breathtaking
- ▁debating
- ▁haircut
- ▁jeep
- ▁liberties
- ▁modulate
- ▁rouge
- ▁sculptural
- ▁bodily
- ▁crease
- ▁pavement
- ▁solitude
- ▁abalone
- ▁ferment
- ▁saddam
- ▁sunrise
- ▁cameroon
- ▁cornell
- ▁teapot
- ▁firefly
- ▁vault
- ▁bullying
- bertie
- ▁fgm
- ▁sushi
- ▁overdose
- ▁stoic
- ▁algeria
- ▁merging
- ▁bystander
- ▁contingen
- ▁palpabl
- ▁endorse
- ▁stigmatiz
- ranked
- authorized
- ▁influenc
- hopper
- ▁counteract
- written
- different
- fib
- ▁conduc
- guil
- ▁neurologic
- ▁homophobi
- ▁identifie
- ▁diploma
- ▁refuge
- ▁calori
- ▁reliabl
- ▁restorati
- voluntarily
- ▁abdomen
- ▁abrupt
- ▁additive
- ▁adhesive
- ▁alexandria
- ▁amputation
- ▁approximation
- ▁backdrop
- ▁barbecue
- ▁blossom
- ▁brigades
- ▁catheter
- ▁celebrities
- ▁cemeteries
- ▁cheerleader
- ▁clitoris
- ▁cochrane
- ▁colossal
- ▁communism
- ▁copernicus
- ▁cucumber
- ▁demolish
- ▁denominator
- ▁detention
- ▁disastrous
- ▁disparities
- ▁eleanor
- ▁empathetic
- ▁enhancing
- ▁fragrance
- ▁franchise
- ▁gehry
- ▁gigawatt
- ▁glaze
- ▁granddaughter
- ▁grenade
- ▁hannah
- ▁horribly
- ▁hussein
- ▁illiteracy
- ▁impairment
- ▁implicated
- ▁incentivize
- ▁inconsistent
- ▁infidelity
- ▁intimidate
- ▁introspection
- ▁leukemia
- ▁madison
- ▁merchandis
- ▁metadata
- ▁microsecond
- ▁mongolia
- ▁nanopatch
- ▁napoleon
- ▁nutshell
- ▁paintbrush
- ▁pellets
- ▁perceiving
- ▁perimeter
- ▁persuasion
- ▁preliminary
- ▁quadruple
- ▁reassuring
- ▁rebuilt
- ▁reconfigur
- ▁referendum
- ▁rehearse
- ▁remorse
- ▁retention
- ▁revitaliz
- ▁scooter
- ▁segregated
- ▁sequel
- ▁squad
- ▁squirt
- ▁steadi
- ▁subtitle
- ▁supervisor
- ▁surrogate
- ▁tentacle
- ▁tragedies
- ▁transcendence
- ▁translucent
- ▁trustworthiness
- ▁tyranny
- ▁uruguay
- ▁vermeer
- ▁acquaint
- ▁bathtub
- ▁crazi
- ▁daydream
- ▁entail
- ▁inanimate
- ▁intermediar
- ▁kabul
- ▁newfound
- ▁obstruct
- ▁reversing
- ▁twitch
- ▁tyrant
- ▁vanished
- ▁handicap
- ▁jumble
- ▁ooh
- ▁defecat
- ▁tremor
- ▁airbag
- ▁battered
- ▁ellip
- ▁fiddle
- ▁medicinal
- ▁outlook
- ▁prosthes
- ▁fisherman
- ▁renovat
- ▁synerg
- ▁quotation
- ▁jacob
- ▁fmri
- ▁viking
- ▁squish
- ▁yanke
- ▁dehumaniz
- ▁subvert
- ▁permeate
- ▁musk
- ▁detonat
- hearted
- misunderstanding
- utilized
- favorable
- ▁visualiz
- credited
- ▁recreat
- mplified
- ▁substitut
- symmetry
- sensitive
- global
- women
- operators
- western
- ▁illustr
- ▁overwhelm
- ▁suspend
- ▁simultaneous
- ▁tasmania
- ▁legislati
- ▁squat
- ▁reminisc
- '#'
- coherence
- extraterrestrial
- ▁amusement
- ▁antiangiogenic
- ▁apocalypse
- ▁appendage
- ▁arrogance
- ▁autopsy
- ▁bachelor
- ▁binoculars
- ▁bonica
- ▁brexit
- ▁charlotte
- ▁chernobyl
- ▁cleveland
- ▁coercion
- ▁collateral
- ▁contraceptive
- ▁crowdsourcing
- ▁cyberspace
- ▁deceptive
- ▁decimal
- ▁degeneration
- ▁delegation
- ▁deputy
- ▁descent
- ▁divinity
- ▁eclipse
- ▁epigenetic
- ▁expansive
- ▁florence
- ▁freestyle
- ▁fuku
- ▁gertrude
- ▁goldilocks
- ▁grapple
- ▁grappling
- ▁halloween
- ▁harold
- ▁hierarchical
- ▁incapable
- ▁inconvenient
- ▁innovating
- ▁insignificant
- ▁insufficient
- ▁interdependent
- ▁involuntary
- ▁jirga
- ▁kilowatt
- ▁kuwait
- ▁langley
- ▁leviathan
- ▁lexicograph
- ▁libertarian
- ▁mahmoud
- ▁mccain
- ▁memorizing
- ▁menstrual
- ▁metabolize
- ▁morocco
- ▁nikola
- ▁nirvana
- ▁ottoman
- ▁patrick
- ▁pendulum
- ▁peripheral
- ▁picasso
- '@'
- '*'
- \
- ^
- R
- _
- '-'
- '%'
- '='
- $
- G
- M
- ā
- ']'
- A
- E
- U
- '['
- <sos/eos>
init: xavier_uniform
input_size: null
ctc_conf:
    dropout_rate: 0.0
    ctc_type: builtin
    reduce: true
    ignore_nan_grad: null
    zero_infinity: true
    brctc_risk_strategy: exp
    brctc_group_strategy: end
    brctc_risk_factor: 0.0
joint_net_conf: null
use_preprocessor: true
use_lang_prompt: false
use_nlp_prompt: false
token_type: bpe
bpemodel: data/en_token_list/bpe_unigram10000/bpe.model
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'
short_noise_thres: 0.5
aux_ctc_tasks: []
frontend: default
frontend_conf:
    n_fft: 512
    win_length: 400
    hop_length: 160
    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
    - 20
    num_freq_mask: 2
    apply_time_mask: true
    time_mask_width_ratio_range:
    - 0.0
    - 0.05
    num_time_mask: 5
normalize: global_mvn
normalize_conf:
    stats_file: exp/asr_stats_raw_en_bpe10000_sp/train/feats_stats.npz
model: espnet
model_conf:
    ctc_weight: 0.3
    lsm_weight: 0.1
    length_normalized_loss: false
preencoder: null
preencoder_conf: {}
encoder: transformer
encoder_conf:
    output_size: 512
    attention_heads: 8
    linear_units: 2048
    num_blocks: 6
    dropout_rate: 0.1
    positional_dropout_rate: 0.1
    attention_dropout_rate: 0.1
    input_layer: conv2d
    normalize_before: true
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
preprocessor: default
preprocessor_conf: {}
required:
- output_dir
- token_list
version: '202402'
distributed: true