VHASR_Flickr8k/config.yaml

print_config: false
log_level: INFO
dry_run: false
iterator_type: sequence
output_dir: /nfs/FunASR_results/paraformer/1m-1gpu/baseline_train_asr_paraformer_sanm_50e_16d_2048_512_lfr6_fbank_zh_char_local
ngpu: 1
seed: 0
num_workers: 16
num_att_plot: 3
dist_backend: nccl
dist_init_method: file:///nfs/FunASR_results/paraformer/1m-1gpu/baseline_train_asr_paraformer_sanm_50e_16d_2048_512_lfr6_fbank_zh_char_local/ddp_init
dist_world_size: 1
dist_rank: 0
local_rank: 0
dist_master_addr: null
dist_master_port: null
dist_launcher: null
multiprocessing_distributed: true
unused_parameters: true
sharded_ddp: false
cudnn_enabled: true
cudnn_benchmark: false
cudnn_deterministic: true
collect_stats: false
write_collected_feats: false
max_epoch: 40
patience: null
val_scheduler_criterion:
- valid
- acc
early_stopping_criterion:
- valid
- loss
- min
best_model_criterion:
-   - valid
    - acc
    - max
keep_nbest_models: 5
nbest_averaging_interval: 0
grad_clip: 5
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: 50
use_matplotlib: true
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:
- /nfs/init_model/paraformer_9k_bigmodel.pth
ignore_init_mismatch: false
freeze_param: []
num_iters_per_epoch: null
batch_size: 20
valid_batch_size: null
batch_bins: 1000
valid_batch_bins: null
dataset_type: small
dataset_conf:
    data_names: speech,text,img
    data_types: sound,text,text
    filter_conf:
        speech_length_min: 100
        speech_length_max: 15000
        token_length_min: 0
        token_length_max: 200
    shuffle: true
    shuffle_conf:
        shuffle_size: 2048
        sort_size: 500
    batch_conf:
        batch_type: token
        batch_size: 2000
    num_workers: 16
train_set: train
valid_set: validation
test_set: test
data_file_names: wav.scp,text,img.txt
batch_type: length
valid_batch_type: null
fold_length:
- 512
- 150
sort_in_batch: descending
sort_batch: descending
multiple_iterator: false
chunk_length: 500
chunk_shift_ratio: 0.5
num_cache_chunks: 1024
allow_variable_data_keys: false
max_cache_size: 0.0
max_cache_fd: 32
valid_max_cache_size: null
optim: adam
optim_conf:
    lr: 0.0005
scheduler: warmuplr
scheduler_conf:
    warmup_steps: 30000
use_pai: false
num_worker_count: 1
access_key_id: null
access_key_secret: null
endpoint: null
bucket_name: null
oss_bucket: null
token_list:
- <blank>
- <s>
- </s>
- <OOV>
- <gbg>
- the
- and
- to
- of
- a
- i
- that
- you
- in
- is
- it
- we
- for
- so
- this
- have
- 'on'
- are
- was
- with
- not
- be
- as
- but
- at
- they
- he
- can
- do
- what
- or
- one
- know
- an
- like
- all
- if
- re@@
- from
- my
- there
- me
- about
- will
- our
- your
- just
- by
- had
- his
- how
- would
- think
- which
- when
- very
- then
- d@@
- s
- more
- some
- in@@
- ed
- were
- it's
- out
- s@@
- up
- going
- get
- t@@
- a@@
- people
- their
- now
- p@@
- e
- because
- them
- time
- she
- her
- has
- ing
- 'no'
- t
- k@@
- who
- us
- g@@
- really
- b@@
- been
- go
- these
- see
- also
- here
- o@@
- right
- well
- en@@
- es
- want
- am
- e@@
- m
- way
- li@@
- where
- could
- i@@
- other
- two
- o
- di@@
- said
- y@@
- un@@
- an@@
- yeah
- m@@
- those
- er
- into
- ted
- him
- f@@
- good
- d
- c
- ti@@
- ts
- p
- con@@
- c@@
- ri@@
- don't
- any
- that's
- did
- al@@
- ds
- ate
- able
- make
- v@@
- i'm
- n@@
- y
- u@@
- much
- ma@@
- need
- ro@@
- say
- al
- l@@
- ly
- de@@
- things
- lo@@
- work
- okay
- st
- w@@
- back
- take
- '''s'
- over
- new
- tion
- la@@
- ad@@
- it@@
- ar@@
- st@@
- than
- day
- little
- ra@@
- po@@
- lot
- three
- its
- only
- -@@
- ca@@
- kind
- g
- l
- ah
- el@@
- many
- h@@
- um
- k
- red
- co@@
- n
- should
- ting
- se
- r@@
- ers
- got
- ated
- er@@
- look
- something
- be@@
- th@@
- on@@
- mo@@
- pro@@
- man
- ac@@
- pre@@
- through
- come
- first
- ha@@
- or@@
- even
- actually
- se@@
- sh@@
- use
- ex@@
- j@@
- tions
- sp@@
- si@@
- ch@@
- before
- ation
- thing
- being
- bo@@
- again
- may
- great
- down
- after
- thank
- five
- most
- le@@
- ous
- different
- u
- es@@
- r
- as@@
- at@@
- sa@@
- ding
- year
- years
- let
- h
- su@@
- four
- mi@@
- ded
- z@@
- b
- ment
- does
- tell
- why
- still
- ta@@
- pa@@
- 'yes'
- mean
- ine
- le
- made
- ent
- put
- uh
- part
- last
- ho@@
- number
- find
- same
- we're
- no@@
- give
- sure
- might
- to@@
- il@@
- 1@@
- you're
- dis@@
- long
- end
- place
- point
- next
- please
- doing
- king
- bu@@
- help
- ab@@
- life
- question
- every
- six
- th
- ve
- per@@
- there's
- room
- too
- mar@@
- en
- ses
- another
- w
- ke
- pe@@
- bit
- own
- world
- around
- ter@@
- tive
- x
- sing
- such
- ck
- is@@
- ru@@
- de
- never
- ance
- ity
- eight
- talk
- ter
- min@@
- ur@@
- ally
- com@@
- seven
- twenty
- ga@@
- nine
- ks
- important
- 'off'
- today
- school
- ant
- for@@
- me@@
- always
- na@@
- ne@@
- show
- ating
- der
- ments
- im@@
- looking
- vi@@
- tu@@
- hi@@
- course
- hundred
- led
- te
- ge@@
- les
- sed
- maybe
- case
- cu@@
- fi@@
- so@@
- oh
- less
- wa@@
- try
- both
- best
- am@@
- done
- tra@@
- set
- pi@@
- par@@
- better
- ever
- car@@
- while
- side
- each
- man@@
- mon@@
- ec@@
- must
- change
- son
- came
- sc@@
- gu@@
- fa@@
- ties
- station
- old
- business
- ke@@
- pu@@
- ors
- sort
- pri@@
- ings
- em@@
- ty
- ans
- tri@@
- fe@@
- used
- city
- ea@@
- thought
- har@@
- card
- da@@
- house
- el
- went
- road
- hotel
- bi@@
- te@@
- lu@@
- sts
- having
- x@@
- money
- ble
- inter@@
- age
- sen@@
- state
- den@@
- start
- away
- mp@@
- pl@@
- men@@
- ful
- ju@@
- working
- ali@@
- ir@@
- questions
- '2'
- big
- person
- home
- few
- ge
- public
- feel
- sion
- information
- id
- between
- ten@@
- ling
- love
- ong
- order
- call
- res
- go@@
- already
- do@@
- ged
- als
- ci@@
- lin@@
- found
- op@@
- under
- cha@@
- students
- together
- mu@@
- ver@@
- gi@@
- gra@@
- tic
- ob@@
- ary
- ger
- sub@@
- cre@@
- free
- ging
- men
- ges
- cal
- without
- they're
- ence
- thousand
- we@@
- sho@@
- land
- the@@
- ons
- ked
- send
- once
- care
- upon
- he@@
- om@@
- data
- du@@
- coming
- gen@@
- name
- est
- called
- quite
- anything
- ry
- light
- high
- whether
- 1st
- ved
- sti@@
- ba@@
- health
- can't
- 2@@
- ask
- f
- didn't
- keep
- community
- tly
- fact
- ars
- sta@@
- system
- gre@@
- whole
- jo@@
- within
- believe
- court
- getting
- sha@@
- line
- ang
- '0'
- trying
- water
- food
- ch
- ni@@
- ves
- far
- qu@@
- zero
- ce
- ness
- vo@@
- days
- ying
- fac@@
- everything
- dec@@
- understand
- family
- gr@@
- ure
- nothing
- can@@
- ol@@
- ps
- ay
- col@@
- ic@@
- talking
- tr@@
- open
- over@@
- sur@@
- wi@@
- probably
- sted
- left
- pla@@
- during
- yet
- et
- example
- making
- government
- ability
- ters
- ess
- night
- though
- re
- str@@
- ph@@
- ou@@
- says
- wanted
- support
- sh
- country
- il
- hand
- service
- seen
- ul@@
- mind
- ations
- enough
- ces
- using
- bar@@
- i've
- ori@@
- ined
- ls
- shed
- br@@
- gh@@
- took
- ze
- gs
- live
- ap@@
- saw
- saying
- move
- times
- tation
- process
- young
- est@@
- problem
- bur@@
- we've
- small
- '3'
- idea
- ari@@
- ger@@
- zed
- hard
- ice
- god
- means
- hope
- ven@@
- near
- dy
- ep@@
- dly
- ship
- sel@@
- price
- dra@@
- read
- against
- '5'
- forward
- real
- low
- comes
- children
- bri@@
- pretty
- ten
- ren@@
- second
- book
- check
- ya
- face
- top
- company
- program
- cor@@
- moment
- trans@@
- terms
- area
- experience
- started
- told
- level
- coun@@
- since
- rec@@
- board
- half
- power
- ton
- asked
- tre@@
- across
- job
- view
- head
- out@@
- ki@@
- ms
- ates
- fo@@
- pay
- ways
- form
- char@@
- meeting
- week
- ev@@
- cen@@
- sorry
- cal@@
- bro@@
- han@@
- heard
- else
- tional
- future
- fin@@
- later
- ect
- up@@
- ber@@
- action
- hu@@
- indi@@
- lea@@
- hear
- ve@@
- ones
- sense
- der@@
- ok
- soon
- lation
- let's
- often
- continue
- sal@@
- sin@@
- law
- full
- himself
- student
- research
- thirty
- i'll
- ced
- ning
- given
- market
- cra@@
- sometimes
- answer
- ver
- den
- cap@@
- everyone
- what's
- based
- least
- cho@@
- group
- war@@
- mil@@
- des
- mat@@
- remember
- social
- states
- thinking
- morning
- account
- v
- clear
- under@@
- ants
- pen@@
- building
- ving
- ag@@
- ft
- ected
- until
- ite
- bed
- almost
- someone
- play
- team
- che@@
- hello
- close
- certain
- particular
- uni@@
- provide
- he's
- lat@@
- reason
- fully
- fied
- tor
- del@@
- taking
- her@@
- act
- mer@@
- possible
- and@@
- matter
- mister
- stu@@
- space
- story
- phone
- date
- ed@@
- position
- ici@@
- looked
- women
- plan
- knew
- bring
- wor@@
- clo@@
- however
- black
- words
- ste@@
- nice
- wh@@
- issue
- doesn't
- ory
- chi@@
- fl@@
- white
- email
- au@@
- cost
- friend
- ran@@
- table
- front
- imp@@
- walk
- sent
- ins
- services
- ff@@
- ago
- ture
- mental
- cannot
- become
- share
- past
- park
- others
- guys
- stuff
- local
- prin@@
- 'true'
- da
- sy@@
- eyes
- lar
- proc@@
- couple
- interesting
- concession
- project
- human
- town
- dri@@
- sli@@
- tal@@
- large
- ster
- oun@@
- hea@@
- aff@@
- ard
- ched
- available
- cr@@
- test
- inten@@
- word
- general
- turn
- rest
- eri@@
- ders
- along
- child
- either
- education
- resi@@
- shall
- father
- heart
- product
- bl@@
- ns
- yed
- comp@@
- med
- known
- happy
- 5@@
- sun@@
- makes
- needs
- ban@@
- ys
- myself
- minutes
- tion@@
- ore
- cat@@
- plan@@
- early
- ty@@
- taken
- thanks
- pas@@
- wn
- ck@@
- run
- lan@@
- shi@@
- lar@@
- hold
- ani@@
- exi@@
- key
- 4@@
- whatever
- hon@@
- tle
- university
- center
- singapore
- deal
- ad
- office
- present
- hol@@
- ines
- current
- fore@@
- link
- value
- des@@
- tw@@
- cri@@
- opportunity
- guess
- cing
- door
- dent
- rather
- '4'
- mr
- cur@@
- history
- everybody
- friends
- access
- na
- vir@@
- leave
- inv@@
- ned
- ser@@
- air
- cause
- works
- united
- body
- yer
- 3@@
- strong
- learn
- national
- win@@
- type
- certainly
- tes
- tran@@
- basically
- bre@@
- bra@@
- learning
- issues
- tel@@
- bad
- far@@
- speak
- goes
- pped
- happened
- car
- woman
- especially
- stay
- yourself
- fri@@
- fifty
- pr@@
- happen
- off@@
- mor@@
- sions
- felt
- behind
- ic
- work@@
- mother
- gave
- sive
- va@@
- dan@@
- appro@@
- exc@@
- dro@@
- mis@@
- ace
- pic@@
- sk@@
- row
- wait
- video
- ell
- staff
- months
- oper@@
- sir
- regi@@
- exactly
- hours
- list
- ited
- medi@@
- scri@@
- further
- science
- add
- several
- street
- z
- members
- sto@@
- fu@@
- create
- address
- perhaps
- dev@@
- field
- buy
- themselves
- west
- um@@
- bel@@
- seeing
- ences
- development
- class
- nor@@
- mp
- dom@@
- ther@@
- ens
- study
- stri@@
- tain
- ye@@
- interested
- els
- kids
- quality
- acy
- easy
- tors
- ely
- police
- miss
- cont@@
- ently
- growth
- tial
- technology
- ward
- itself
- ale
- exp@@
- val@@
- areas
- fil@@
- private
- restaurant
- suff@@
- deli@@
- forty
- ner
- amount
- quarter
- seems
- dre@@
- fra@@
- ill
- '00'
- shing
- descri@@
- att@@
- cations
- american
- stre@@
- stan@@
- ative
- stop
- inf@@
- ster@@
- san@@
- ber
- sting
- stra@@
- meet
- game
- focus
- respon@@
- build
- dollars
- pan@@
- fer@@
- wing
- wrong
- fla@@
- brought
- model
- lower
- evidence
- interest
- ously
- mentioned
- we'll
- offer
- sible
- war
- speci@@
- hor@@
- you've
- ator
- short
- gone
- 6@@
- including
- per
- beautiful
- living
- our@@
- cul@@
- y's
- looks
- hi
- ear@@
- tan
- 8@@
- nature
- wat@@
- nineteen
- ches
- tary
- doctor
- late
- among
- bank
- gar@@
- ley
- son@@
- church
- institu@@
- term
- ining
- rela@@
- site
- picture
- lost
- somebody
- control
- products
- all@@
- tor@@
- met
- south
- cases
- tives
- ker
- high@@
- gro@@
- gh
- single
- hands
- wo@@
- ats
- hy@@
- obviously
- language
- president
- page
- posed
- art
- drive
- gets
- wel@@
- '-'
- common
- ism
- ready
- knowledge
- outside
- conc@@
- ss
- college
- ang@@
- por@@
- report
- eng
- gui@@
- energy
- fire
- thy
- fy
- size
- '''@@'
- ball
- welcome
- disa@@
- higher
- difficult
- online
- emp@@
- af@@
- seemed
- wan@@
- step
- produc@@
- ators
- ta
- repor@@
- hour
- don@@
- impact
- results
- ben@@
- pe
- '6'
- situation
- rooms
- ma
- north
- cks
- eff@@
- month
- ics
- je@@
- dr@@
- reach
- compli@@
- ws
- ground
- specific
- 7@@
- centre
- appli@@
- represen@@
- hum@@
- box
- policy
- turned
- yers
- cro@@
- ll@@
- hand@@
- ies
- watch
- rac@@
- thre@@
- nor
- death
- force
- continu@@
- news
- ents
- decision
- parents
- moving
- green
- gue
- stor@@
- wish
- john
- sum@@
- began
- district
- disp@@
- impro@@
- gener@@
- zing
- risk
- nal
- ack
- fine
- '''d'
- sla@@
- voice
- talked
- towards
- ell@@
- changes
- coll@@
- instead
- design
- pat@@
- ality
- international
- amen@@
- ahead
- tively
- bus
- ath
- prof@@
- training
- ection
- ser
- ements
- absolutely
- definitely
- ce@@
- record
- longer
- vis@@
- cy
- eat
- stat@@
- mini@@
- equ@@
- mine
- ember
- places
- tro@@
- 0@@
- brea@@
- ny
- special
- feet
- gl@@
- '%'
- piece
- eg@@
- '1'
- difference
- ja@@
- non@@
- resources
- quickly
- star@@
- enti@@
- ann@@
- travel
- acc@@
- department
- smo@@
- nu@@
- third
- include
- became
- bal@@
- tur@@
- cy@@
- china
- bat@@
- period
- ven
- iled
- ices
- chan@@
- write
- ef
- lives
- vic@@
- serve
- yo@@
- contact
- industry
- '9'
- pt
- pp@@
- location
- motion
- boy
- follow
- new@@
- girl
- shop
- cies
- party
- ement
- bir@@
- exten@@
- ct
- associ@@
- held
- some@@
- companies
- wil@@
- ering
- ual
- 20@@
- financial
- expect
- pass
- lots
- hur@@
- huge
- kes
- music
- hun@@
- ss@@
- arti@@
- beach
- post
- int
- regu@@
- paper
- tru@@
- increase
- figure
- worked
- ku@@
- cs
- serv@@
- rou@@
- i'd
- jalan
- fic
- suppor@@
- million
- tory
- rate
- result
- dear
- vely
- happens
- eli@@
- sea@@
- tar@@
- media
- spo@@
- 00@@
- website
- ka@@
- inside
- problems
- depen@@
- tried
- involved
- needed
- cut
- middle
- ching
- poli@@
- ming
- usually
- sor@@
- sou@@
- major
- ack@@
- mic
- ish
- poor
- council
- giving
- lay
- '8'
- wers
- lim@@
- she@@
- anyone
- tec@@
- ar
- defen@@
- personal
- cru@@
- ing@@
- therefore
- fre@@
- down@@
- schools
- enga@@
- main@@
- cop@@
- experi@@
- received
- due
- que@@
- finally
- ia
- you'll
- ories
- alipay
- earlier
- screen
- qui@@
- alone
- sea
- ples
- wal@@
- cl@@
- od@@
- ring
- wea@@
- simple
- main
- beginning
- chance
- weeks
- moved
- birth
- wasn't
- bit@@
- gri@@
- return
- comm@@
- east
- property
- english
- mm
- clin@@
- arri@@
- person@@
- america
- sequence
- hom@@
- 19@@
- care@@
- management
- appe@@
- conversation
- 2nd
- likely
- feeling
- plus
- tic@@
- although
- 9@@
- safe
- color
- environment
- race
- attention
- wit@@
- takes
- isn't
- ini@@
- similar
- publi@@
- approach
- ok@@
- sixty
- la
- simply
- val
- enjoy
- political
- cover
- percent
- fir@@
- zation
- missi@@
- lab@@
- allow
- air@@
- click
- ach
- covered
- tou@@
- society
- particularly
- event
- mb@@
- dance
- loo@@
- hood
- identi@@
- '10'
- asking
- practice
- ler
- choose
- passed
- security
- related
- hotels
- beyond
- pra@@
- natural
- fran@@
- running
- blo@@
- ght@@
- gin@@
- any@@
- section
- refl@@
- sig@@
- store
- ld
- ll
- customers
- correct
- reading
- changed
- individual
- t's
- lee
- restaurants
- atten@@
- gonna
- culture
- waiting
- countries
- disc@@
- deep
- dar@@
- break
- gers
- scre@@
- fall
- happening
- vie@@
- nic@@
- gation
- protec@@
- kin@@
- fr@@
- stand
- recently
- pal@@
- struc@@
- app@@
- indeed
- above
- '7'
- range
- wer
- ssed
- sec@@
- land@@
- bru@@
- lord
- chinese
- practi@@
- tal
- summer
- surpri@@
- ships
- hen@@
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- 0000@@
- super@@
- aw@@
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- opportunities
- points
- consider
- sound
- consider@@
- understanding
- vision
- cated
- dea@@
- search
- fication
- role
- paid
- tan@@
- vin@@
- tain@@
- ig@@
- following
- hearing
- ects
- writing
- ank
- bul@@
- ther
- minute
- code
- chapter
- round
- commit@@
- mission
- tin@@
- ideas
- bly
- additional
- ow@@
- cle
- verse
- receive
- invest@@
- various
- garden
- york
- sol@@
- programs
- mur@@
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- wife
- radi@@
- tual
- dings
- note
- evening
- books
- spend
- inst@@
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- pping
- low@@
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- numbers
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- ket
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- visit
- perfect
- kers
- medical
- tom
- defin@@
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- ours
- worth
- details
- built
- amazing
- ately
- hair
- ils
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- added
- tically
- library
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- ction
- mark
- ei@@
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- apply
- cool
- conver@@
- significant
- agen@@
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- died
- message
- bin@@
- q
- ff
- wonderful
- solution
- twelve
- infor@@
- blue
- ford
- lines
- stories
- dom
- cour@@
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- decided
- tics
- sters
- particip@@
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- letter
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- ery
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- enter@@
- wed
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- expected
- reli@@
- lady
- fish
- capital
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- fund
- fifteen
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- standing
- ult
- parts
- mul@@
- eighty
- shows
- she's
- whom
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- rely
- lead
- pol@@
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- oc@@
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- see@@
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- effect
- necessary
- sign
- avenue
- od
- review
- earth
- ney
- learned
- pression
- application
- starting
- fair
- lic@@
- entire
- you@@
- '20'
- cou@@
- demo@@
- my@@
- scot@@
- agree
- ingly
- seventy
- stic
- truth
- lon@@
- content
- judge
- ken
- quick
- square
- ninety
- sit
- competi@@
- seem
- spir@@
- bill
- discussion
- mid@@
- trust
- conference
- load
- gol@@
- mana@@
- '000'
- pur@@
- guy
- admini@@
- nar@@
- member
- increas@@
- standard
- gle
- stood
- cel@@
- positive
- internet
- throughout
- events
- wood
- charge
- written
- final
- federal
- folks
- served
- fort
- '''ll'
- completely
- safety
- won't
- bil@@
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- fast
- citiz@@
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- speaking
- machine
- lled
- win
- argu@@
- wants
- herself
- flo@@
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- lies
- chair
- self
- oni@@
- ise
- acade@@
- '''t'
- pers
- communities
- wards
- photo@@
- exper@@
- presentation
- shes
- begin
- listen
- projects
- jud@@
- j
- patients
- putting
- rights
- sons
- thro@@
- contribu@@
- grow
- ain
- success
- justice
- legal
- differ@@
- equi@@
- press
- bla@@
- fer
- whose
- tered
- nov@@
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- cked
- zz@@
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- ya@@
- forms
- stru@@
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- cold
- def@@
- scienti@@
- bran@@
- response
- material
- tax@@
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- os
- pick
- 201@@
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- vari@@
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- miles
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- hit
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- kinds
- recogni@@
- tures
- brain
- ghts
- gn@@
- total
- direction
- organization
- global
- according
- stage
- ounds
- law@@
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- clearly
- sitting
- ere
- spec@@
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- complete
- save
- stea@@
- afternoon
- dep@@
- primary
- kept
- every@@
- relationship
- dge
- eighteen
- created
- customer
- distance
- read@@
- reco@@
- tations
- balance
- sses
- actions
- bay
- lations
- ana
- alo@@
- len@@
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- occu@@
- wide
- ably
- club
- watching
- asi@@
- potential
- series
- claim
- career
- haven't
- respect
- fear
- file
- chu@@
- ping
- bottom
- required
- central
- reasons
- comfortable
- sides
- ill@@
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- currently
- continued
- repe@@
- clean
- growing
- conclu@@
- dead
- parti@@
- organi@@
- purpose
- ption
- challenge
- hong
- but@@
- mel@@
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- bye
- sam@@
- types
- river
- knows
- comments
- limited
- planning
- tom@@
- imagine
- determin@@
- kil@@
- hot
- tomorrow
- below
- directly
- recor@@
- allowed
- notice
- distin@@
- sun
- dot
- views
- corpor@@
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- ong@@
- eh
- ature
- graph@@
- expec@@
- rema@@
- ets
- hear@@
- peri@@
- hey
- sion@@
- aring
- anybody
- dence
- wouldn't
- stration
- vers
- reduc@@
- sett@@
- credit
- eleven
- vil@@
- active
- ess@@
- dog
- cer@@
- introduc@@
- recommen@@
- hospital
- hill
- sil@@
- sleep
- population
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- sight
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- afri@@
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- sely
- ris@@
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- pain@@
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- thus
- funding
- ligh@@
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- mic@@
- san
- couldn't
- aren@@
- cky
- behavi@@
- lie
- eye
- offici@@
- pieces
- cover@@
- conditions
- physi@@
- back@@
- lec@@
- ered
- provided
- network
- chat
- aci@@
- ened
- xed
- dic@@
- chicken
- cation
- computer
- benefit
- lim
- ''''
- direct
- sequ@@
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- tree
- finding
- till
- excited
- steps
- ound
- itation
- consum@@
- telling
- ries
- assu@@
- attemp@@
- treatment
- ssive
- fit
- names
- alright
- choice
- tiv@@
- trial
- sat
- micro@@
- star
- digital
- tho@@
- ful@@
- passion
- firm
- chec@@
- physical
- strate@@
- ot
- skills
- cin@@
- successful
- believ@@
- london
- sis
- ourselves
- direc@@
- asp@@
- sle@@
- presen@@
- gic
- dol@@
- ear
- teachers
- basis
- wall
- shor@@
- die
- sa
- opened
- boo@@
- accoun@@
- patient
- constitu@@
- dered
- dents
- nur@@
- nat@@
- ever@@
- wrote
- aling
- income
- improve
- zo@@
- appreciate
- icient
- activity
- plans
- covid
- shot
- none
- activities
- join
- progress
- fic@@
- sell
- fun@@
- floor
- spirit
- gan
- dness
- degree
- squ@@
- suddenly
- fur@@
- workers
- pressed
- forth
- ate@@
- mes@@
- ective
- hal@@
- dle
- studies
- terri@@
- cip@@
- quote
- secu@@
- greater
- accep@@
- mit
- strug@@
- flow@@
- normal
- brother
- touch
- train
- production
- explain
- mean@@
- native
- plea@@
- purcha@@
- abilities
- nam@@
- reali@@
- ina
- eve
- ken@@
- ham
- et@@
- doc@@
- mem@@
- top@@
- addition
- inn
- tex@@
- cau@@
- sets
- ese
- ards
- princi@@
- immediately
- contro@@
- anyway
- dinner
- recent
- tonight
- answered
- em
- develop
- double
- uti@@
- fru@@
- features
- generally
- fight
- scale
- ference
- elec@@
- foot@@
- mom@@
- lose
- hou@@
- economy
- master
- announ@@
- clou@@
- pres@@
- original
- ans@@
- great@@
- recommend
- remain
- pos@@
- individuals
- e's
- missus
- rule
- spent
- christ@@
- bea@@
- require@@
- necessarily
- fell
- style
- movement
- agre@@
- tools
- playing
- considered
- gement
- swe@@
- comment
- scho@@
- honor
- broad@@
- facilities
- bert
- context
- ought
- spoke
- statement
- histori@@
- traditional
- marks
- born
- baby
- cook
- nation
- vote
- ron@@
- payment
- lands
- phi@@
- mea@@
- rel@@
- specifically
- refer@@
- posi@@
- conveni@@
- lived
- option
- ssi@@
- goal
- forget
- sear@@
- supposed
- resp@@
- multiple
- initi@@
- fav@@
- logy
- autom@@
- im
- window
- structure
- century
- thi@@
- wind
- modern
- guest
- ession
- mum
- ple
- trade
- costs
- ca
- recording
- gment
- ep
- shar@@
- eu@@
- ners
- incredi@@
- source
- avo@@
- distribu@@
- chief
- image
- electri@@
- demand
- coffee
- thoughts
- ka
- listening
- tially
- christi@@
- ically
- mile
- challenges
- businesses
- dig@@
- argument
- jobs
- effort
- peace
- form@@
- rer
- dy@@
- hopefully
- pain
- essed
- investment
- levels
- port@@
- gest
- suppose
- gradu@@
- tained
- followed
- options
- easily
- foun@@
- familiar
- aries
- establi@@
- track
- sounds
- fastest
- ough
- showed
- pointed
- tin
- enjo@@
- ort@@
- rise
- teacher
- connec@@
- industri@@
- antly
- session
- glad
- audience
- located
- items
- ach@@
- benefits
- ine@@
- opinion
- sty
- bon@@
- tical
- comple@@
- occa@@
- block
- non
- turning
- mer
- assi@@
- tage
- mitted
- cking
- david
- function
- ordin@@
- don
- draw
- crow@@
- ond
- auth@@
- shipping
- acks
- rules
- shopping
- officer
- meaning
- condition
- ne
- us@@
- quali@@
- meant
- weather
- critical
- $@@
- base
- strategy
- ages
- timate
- quo@@
- mobile
- professional
- grant
- housing
- ads
- perspective
- teaching
- animals
- wonder@@
- sel
- capacity
- pictures
- gun
- consci@@
- ams
- ston
- mal
- lor@@
- fortun@@
- ped
- und@@
- ables
- except
- shel@@
- para@@
- loved
- sample
- stone
- swi@@
- serious
- mista@@
- poin@@
- item
- ade
- unless
- gold
- previous
- afraid
- zy
- vacc@@
- showing
- jec@@
- grand@@
- doubt
- gentle@@
- england
- clu@@
- disease
- discus@@
- alle@@
- arm
- writ@@
- kong
- consist@@
- yesterday
- deb@@
- tting
- pha@@
- climate
- overall
- kit
- wonder
- jour@@
- season
- stress
- ghtly
- reached
- deser@@
- testi@@
- changing
- fit@@
- temp@@
- ada
- plac@@
- divi@@
- text
- raised
- zes
- jer@@
- professor
- compla@@
- thers
- nobody
- focused
- developed
- deep@@
- excellent
- heavy
- jury
- included
- dama@@
- priv@@
- ounded
- temple
- ssing
- huh
- thern
- liter@@
- stance
- secre@@
- charac@@
- husband
- invol@@
- ried
- ensure
- govern@@
- western
- gas
- wear
- minister
- analysis
- ste
- hall
- lau@@
- efforts
- ith
- character
- spring
- iling
- thin@@
- tren@@
- background
- collabor@@
- chea@@
- silver
- wi
- senior
- region
- ached
- essentially
- california
- mari@@
- pressure
- liber@@
- awa@@
- eption
- ute
- cate
- lish
- song
- ick
- unique
- proper@@
- lling
- daughter
- cash
- straight
- exam@@
- tionally
- anxi@@
- island
- buil@@
- supply
- serving
- ony
- girls
- super
- tend
- manner
- reply
- cross
- pack@@
- duc@@
- pes
- helping
- alter@@
- soul
- weight
- ended
- dou@@
- marri@@
- leadership
- popular
- calling
- dation
- movie
- mit@@
- vers@@
- fare
- secon@@
- king@@
- ran
- multi@@
- tains
- cultural
- willing
- markets
- india
- keeping
- arms
- refu@@
- closed
- alized
- fresh
- aching
- faith
- decisions
- here's
- ites
- daily
- strange
- usual
- effective
- sac@@
- driving
- director
- teach
- oil
- museum
- sin
- core
- expen@@
- drew
- whi@@
- ol
- average
- revenue
- itable
- film
- loss
- jap@@
- curi@@
- request
- ase
- rates
- russi@@
- yel@@
- reality
- selling
- fem@@
- they've
- frequ@@
- head@@
- trees
- guests
- mes
- susp@@
- nearly
- categ@@
- ey
- lane
- guide
- europe
- environ@@
- march
- teen@@
- path
- iting
- instance
- stock
- vey
- symp@@
- union
- helpful
- placed
- prices
- dor
- rich
- ek
- regar@@
- campus
- google
- inci@@
- turns
- expl@@
- foot
- neighb@@
- tori@@
- contract
- brand
- select
- setting
- gar
- fol@@
- becomes
- sky
- ban
- dates
- 0s
- vel@@
- existing
- essing
- stry
- deca@@
- sition
- minal
- sixteen
- rose
- emo@@
- authority
- addre@@
- demon@@
- acts
- connect
- comb@@
- leading
- gin
- helped
- less@@
- oring
- iness
- ye
- stant
- cable
- walking
- transfer
- testing
- gotten
- desig@@
- trouble
- expan@@
- tool
- metho@@
- chard
- perf@@
- ancy
- succ@@
- ly@@
- analy@@
- quanti@@
- swit@@
- decide
- ath@@
- perc@@
- survi@@
- gal@@
- cement
- saint
- poss@@
- willi@@
- useful
- leaders
- brown
- journey
- soli@@
- topic
- sy
- creating
- prepared
- schedu@@
- village
- pursu@@
- advice
- insurance
- produce
- returned
- tici@@
- solve
- bb@@
- measure
- sco@@
- iry
- advan@@
- iso@@
- basic
- extra
- agreement
- generation
- za
- eph@@
- ount
- fall@@
- ris
- former
- vol@@
- neu@@
- drop
- military
- clock
- feat@@
- discuss
- bun@@
- occur@@
- soft
- protect
- bridge
- map
- fying
- increased
- sex@@
- ods
- friendly
- flu@@
- strength
- acqui@@
- experiences
- cally
- yi@@
- tivity
- dr
- gover@@
- larger
- filled
- french
- foreign
- connected
- ima@@
- pose
- somewhere
- '30'
- glass
- appropriate
- facebook
- mir@@
- sugge@@
- jac@@
- integr@@
- bed@@
- detail
- app
- otherwise
- func@@
- toward
- jesus
- speech
- q@@
- facts
- ills
- sage
- consul@@
- separate
- whe@@
- complex
- encourage
- beauty
- evol@@
- hm
- ul
- recei@@
- vement
- raise
- replied
- enter
- que
- calls
- flow
- employees
- sity
- corner
- gla@@
- glo@@
- helps
- webinar
- opening
- spa
- fourth
- laws
- mec@@
- shared
- ti
- carry
- bear
- net@@
- cried
- biggest
- healthy
- ist
- evalu@@
- wee@@
- weal@@
- pleasure
- factors
- bought
- horse
- seventeen
- tun@@
- regular
- older
- enced
- route
- visit@@
- bringing
- sar@@
- thu@@
- boat
- who's
- grew
- spr@@
- sem@@
- cele@@
- fal@@
- providing
- dogs
- worry
- operating
- construction
- sour@@
- proud
- premi@@
- post@@
- ised
- pair
- organizations
- ordinary
- outdoor
- preci@@
- beli@@
- gran@@
- examples
- promi@@
- remo@@
- bigger
- easier
- vent
- dru@@
- stream
- run@@
- home@@
- ama@@
- tis@@
- cancer
- dist@@
- models
- travel@@
- secondary
- played
- versus
- advantage
- lion
- fourteen
- mac@@
- sharing
- regarding
- gency
- bag
- powerful
- thom@@
- sports
- flat
- via
- concerned
- tt
- sations
- knowing
- lit@@
- software
- aches
- commission
- famous
- roll
- winter
- communication
- happ@@
- co
- za@@
- ous@@
- scen@@
- british
- ecu@@
- cuis@@
- lunch
- fill
- officers
- tail
- net
- gry
- tch
- version
- sign@@
- army
- expla@@
- allows
- extremely
- wow
- where@@
- circumstances
- stly
- deliver@@
- terr@@
- fle@@
- express
- acted
- tour
- assess@@
- authori@@
- confi@@
- classi@@
- claim@@
- bin
- legis@@
- recognize
- ility
- crime
- sweet
- vehic@@
- lack
- busy
- sector
- achiev@@
- violence
- connection
- promo@@
- holding
- ition
- caught
- spot
- bab@@
- realize
- broken
- implemen@@
- statements
- nes@@
- graph
- eng@@
- cities
- reasonable
- thirteen
- entrance
- mad
- george
- passport
- surface
- '50'
- jects
- designed
- prior
- theat@@
- heal@@
- truly
- memory
- games
- appeared
- patter@@
- engineering
- mail
- cket
- goo@@
- favorite
- uses
- teams
- accept
- fashi@@
- letters
- tired
- mouth
- materials
- totally
- shown
- philosop@@
- slowly
- stopped
- compu@@
- feedback
- sister
- require
- ai
- mention
- obli@@
- ening
- youn@@
- manufac@@
- med@@
- pment
- gy
- secret
- notic@@
- assistance
- zi@@
- duty
- ki
- instruc@@
- graduate
- onto
- soci@@
- joining
- guar@@
- resort
- carried
- worse
- european
- pandemic
- dying
- confidence
- faster
- highly
- viol@@
- equal
- australia
- interpre@@
- agency
- married
- theory
- han
- matic
- inven@@
- portion
- measures
- kitchen
- majority
- ght
- shape
- ecting
- pt@@
- les@@
- classes
- inno@@
- introduce
- class@@
- ene@@
- channels
- dor@@
- employment
- operation
- develop@@
- contrac@@
- walked
- fellow
- youth
- psycho@@
- civil
- acces@@
- child@@
- dream
- smaller
- offered
- ures
- confu@@
- ught
- imagin@@
- after@@
- eventually
- mming
- partner
- yal
- object
- sul@@
- ink
- washington
- courts
- chemi@@
- identify
- figh@@
- partners
- inspi@@
- situ@@
- lin
- ir
- brief
- sites
- orders
- graphi@@
- relevant
- ha
- mach@@
- finish
- pit@@
- educ@@
- ily
- published
- taste
- gall@@
- boys
- lake
- labor
- signed
- reduce
- despite
- augu@@
- ome@@
- concern
- meth@@
- joh@@
- ho
- sation
- intellig@@
- offers
- animal
- eed
- ther's
- archit@@
- peter
- part@@
- visu@@
- ut@@
- june
- communic@@
- religi@@
- camera
- congress
- thly
- presence
- scene
- ung
- engine@@
- volunte@@
- entered
- literally
- dows
- neither
- compe@@
- solutions
- collection
- channel
- colum@@
- stairs
- diffic@@
- stantly
- trum@@
- paren@@
- expensive
- airport
- lying
- promise
- finished
- infrastructure
- gration
- valu@@
- rep@@
- smart
- treat
- exact
- a's
- length
- spread
- push
- technical
- worl@@
- meetings
- cent
- document
- ra
- techno@@
- ssions
- victi@@
- mas
- ak
- arts
- presented
- ority
- task
- compon@@
- pull
- edu@@
- ical
- circu@@
- timately
- influence
- match
- monit@@
- insi@@
- photo
- quiet
- interview
- funds
- deter@@
- ops
- concerns
- temper@@
- becoming
- deliver
- bath@@
- matters
- regard
- exercise
- partner@@
- house@@
- soup
- fel@@
- grade
- wan
- lic
- mony
- foundation
- laugh@@
- wed@@
- thou
- manage
- mun@@
- fiel@@
- leaving
- shoul@@
- own@@
- plant
- host
- update
- attack
- negative
- bac@@
- drug
- sk
- entirely
- crisis
- drink
- parties
- fe
- wise
- respond
- circle
- qua@@
- ination
- clean@@
- titude
- compar@@
- james
- speaker
- dress
- tioning
- kness
- acci@@
- innov@@
- commercial
- unfortunately
- election
- inqu@@
- understood
- kets
- real@@
- abu@@
- ational
- datab@@
- claims
- tery
- adop@@
- warm
- remin@@
- acting
- speed
- fly
- bright
- skin
- conduct
- than@@
- developing
- stle
- prote@@
- spor@@
- possi@@
- attrac@@
- custom@@
- sword
- april
- logies
- serves
- lights
- values
- goods
- spending
- achi@@
- ast@@
- irs
- seng
- bes
- spea@@
- eth
- sim@@
- rice
- ration
- submit
- impossible
- aces
- gies
- certi@@
- clients
- they@@
- fro@@
- release
- therap@@
- exclu@@
- leader
- one's
- possibly
- neighbor@@
- veri@@
- edge
- esome
- article
- holiday
- fairly
- importance
- opti@@
- count
- mc@@
- mr@@
- web
- marina
- bud@@
- wis@@
- gen
- variety
- week@@
- responsibility
- turing
- foo@@
- pleased
- conven@@
- bal
- goals
- transport
- ai@@
- versi@@
- apo@@
- chri@@
- encoura@@
- soldi@@
- pel@@
- servation
- candi@@
- figu@@
- cloth@@
- unit
- norm@@
- manager
- explo@@
- client
- slow
- scar@@
- provides
- rain
- paying
- leg@@
- requ@@
- coast
- campaign
- fted
- appear
- effects
- com
- freedom
- wild
- discipl@@
- faculty
- ept
- killed
- mid
- mag@@
- audi@@
- supre@@
- engage
- mass
- compared
- nec@@
- member@@
- pay@@
- suggest
- cell
- title
- yu@@
- gain
- spi@@
- alist
- anymore
- volume
- ile@@
- michael
- illu@@
- ocean
- grand
- apparen@@
- includes
- politics
- bunch
- colleagues
- ising
- dry
- '12'
- ort
- formed
- exciting
- list@@
- bing
- fantastic
- mostly
- econom@@
- num@@
- americ@@
- standards
- tured
- dia@@
- videos
- sustain@@
- preven@@
- essen@@
- charged
- interven@@
- ology
- marketing
- stric@@
- remains
- meters
- independent
- button
- opp@@
- captain
- h-@@
- challen@@
- div@@
- proper
- licen@@
- day's
- 3rd
- ial
- sphere
- desire
- sentence
- january
- religious
- hosp@@
- perform@@
- prob@@
- progra@@
- ass@@
- kly
- bt
- separ@@
- compani@@
- bet@@
- partment
- sche@@
- kno@@
- gni@@
- pati@@
- sud@@
- correc@@
- tradi@@
- adv@@
- of@@
- lev@@
- wer@@
- din@@
- seri@@
- resour@@
- bot@@
- eps
- relation@@
- jan@@
- port
- ast
- peop@@
- ural
- relea@@
- legi@@
- interest@@
- with@@
- singa@@
- struction
- acti@@
- versity
- ind
- ide@@
- sof@@
- poten@@
- fif@@
- nel
- sug@@
- commen@@
- tee
- unch
- desi@@
- dur@@
- nee@@
- justi@@
- origin@@
- intel@@
- ight
- jun@@
- camp@@
- org@@
- techni@@
- volu@@
- appea@@
- cc@@
- stern
- concer@@
- requi@@
- cle@@
- presi@@
- gir@@
- ety
- dow
- power@@
- band
- ph
- tally
- certain@@
- stand@@
- fron@@
- civi@@
- viously
- moder@@
- lities
- addi@@
- sop@@
- focu@@
- signific@@
- stran@@
- esti@@
- conduc@@
- extre@@
- thous@@
- popu@@
- mou@@
- thou@@
- blu@@
- ',@@'
- wher@@
- inclu@@
- who@@
- chil@@
- tioned
- wom@@
- allow@@
- eping
- follow@@
- plat@@
- thir@@
- sev@@
- tel
- influ@@
- enty
- sup@@
- movi@@
- pho@@
- deci@@
- streng@@
- vious
- feel@@
- fair@@
- vy
- finan@@
- ean
- frien@@
- spen@@
- may@@
- smar@@
- measu@@
- mous
- cial
- musi@@
- curren@@
- consi@@
- abo@@
- ulty
- break@@
- there@@
- contin@@
- communi@@
- quic@@
- lied
- simp@@
- ques@@
- australi@@
- ouldn't
- kit@@
- sibility
- benef@@
- accor@@
- free@@
- degre@@
- six@@
- issu@@
- ow
- centr@@
- appreci@@
- tem@@
- tish
- contr@@
- ade@@
- collea@@
- discu@@
- cust@@
- cir@@
- noti@@
- begin@@
- deta@@
- coura@@
- oms
- ury
- tea@@
- n't
- hund@@
- trou@@
- success@@
- inde@@
- onom@@
- diff@@
- geor@@
- knowle@@
- tually
- are@@
- web@@
- dat@@
- lo
- immedi@@
- ugh@@
- sus
- ee
- som@@
- seven@@
- artic@@
- bers
- employe@@
- simil@@
- arily
- ior
- ose
- indepen@@
- holi@@
- absolu@@
- ests
- bli@@
- arly
- lear@@
- chen
- stances
- profession@@
- distri@@
- import@@
- chur@@
- wr@@
- sci@@
- arch@@
- ue
- opped
- cred@@
- safe@@
- dem@@
- susta@@
- reason@@
- larly
- was@@
- maj@@
- dn't
- indu@@
- sport
- sty@@
- treat@@
- langu@@
- ease
- inte@@
- let@@
- tries
- ital
- imple@@
- eigh@@
- libr@@
- reas@@
- circum@@
- sever@@
- estab@@
- tural
- spe@@
- ener@@
- wn@@
- even@@
- abor@@
- clim@@
- anim@@
- favor@@
- sit@@
- mely
- villa@@
- camer@@
- resul@@
- jam@@
- canc@@
- unity
- trav@@
- colle@@
- fig@@
- marke@@
- minu@@
- jes@@
- shou@@
- stitu@@
- condi@@
- psy@@
- like@@
- tech@@
- individu@@
- hus@@
- feder@@
- denti@@
- what@@
- exerci@@
- mod@@
- opini@@
- lier
- necess@@
- clea@@
- op
- anta@@
- comfor@@
- muse@@
- gon@@
- materi@@
- manu@@
- ington
- activ@@
- beg@@
- ysi@@
- commer@@
- syste@@
- clear@@
- organiz@@
- aly@@
- lig@@
- gues
- mode@@
- ughter
- easi@@
- cali@@
- answer@@
- appropri@@
- ich
- liar
- mee@@
- ols
- venue
- advanta@@
- tty
- tra
- excell@@
- tings
- zer@@
- campa@@
- yment
- volun@@
- ject
- titu@@
- £@@
- ome
- teach@@
- other@@
- emed
- how@@
- alu@@
- unfortun@@
- won@@
- leng@@
- slow@@
- avail@@
- nine@@
- that@@
- incre@@
- webin@@
- chap@@
- chic@@
- surance
- grou@@
- dary
- ems
- itary
- activi@@
- ree
- them@@
- basi@@
- alan
- tely
- exa@@
- aver@@
- '''ve'
- reg@@
- fini@@
- cil
- erci@@
- selves
- four@@
- eci@@
- profess@@
- inging
- rought
- ign
- noon
- vail@@
- hope@@
- tect
- envi@@
- actu@@
- commun@@
- beauti@@
- euro@@
- lum@@
- fanta@@
- your@@
- ead
- tle@@
- nia
- proble@@
- signi@@
- vid
- speec@@
- wash@@
- twel@@
- yor@@
- ameri@@
- ross
- esp@@
- nega@@
- fami@@
- mple
- disci@@
- solu@@
- urity
- tence
- mobi@@
- specific@@
- beau@@
- fore
- grow@@
- coff@@
- fren@@
- contri@@
- acity
- call@@
- profes@@
- exac@@
- eric@@
- unti@@
- spective
- face@@
- relev@@
- wha@@
- hotel@@
- desp@@
- prou@@
- know@@
- itely
- particu@@
- beha@@
- ween
- bey@@
- aga@@
- nels
- acher
- conn@@
- hic@@
- entr@@
- teen
- infra@@
- nd
- him@@
- busin@@
- citi@@
- use@@
- intro@@
- yea@@
- big@@
- micha@@
- '%@@'
- through@@
- vide@@
- got@@
- small@@
- stems
- opport@@
- ould
- hind
- gress
- ¢@@
- staf@@
- softw@@
- stren@@
- raid
- rd
- '''re'
- yester@@
- califor@@
- piec@@
- allen@@
- forts
- pande@@
- duce
- feed@@
- tomor@@
- offic@@
- nei@@
- happen@@
- apri@@
- stori@@
- timat@@
- usu@@
- europ@@
- leader@@
- help@@
- especi@@
- i'@@
- indivi@@
- doll@@
- austr@@
- uary
- pore
- haven@@
- toge@@
- inese
- unities
- philo@@
- wro@@
- sudden@@
- cate@@
- does@@
- restaur@@
- gine
- centur@@
- pared
- ext
- inst
- haps
- dren
- neigh@@
- stest
- é@@
- '&@@'
- resta@@
- é
- throu@@
- +@@
- è@@
- devel@@
- '&'
- ô@@
- â@@
- î@@
- +
- à@@
- ë@@
- ilities
- ldn't
- '@@@'
- ç@@
- û@@
- <unk>
split_with_space: true
init: null
input_size: null
ctc_conf:
    dropout_rate: 0.0
    ctc_type: builtin
    reduce: true
    ignore_nan_grad: true
joint_net_conf: null
use_preprocessor: true
token_type: char
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: wav_frontend
frontend_conf:
    fs: 16000
    window: hamming
    n_mels: 80
    frame_length: 25
    frame_shift: 10
    lfr_m: 7
    lfr_n: 6
specaug: specaug_lfr
specaug_conf:
    apply_time_warp: false
    time_warp_window: 5
    time_warp_mode: bicubic
    apply_freq_mask: true
    freq_mask_width_range:
    - 0
    - 30
    lfr_rate: 6
    num_freq_mask: 1
    apply_time_mask: true
    time_mask_width_range:
    - 0
    - 12
    num_time_mask: 1
normalize: null
normalize_conf: {}
model: MyLargeParaformer
model_conf:
    ctc_weight: 0.0
    lsm_weight: 0.1
    length_normalized_loss: true
    predictor_weight: 1.0
    predictor_bias: 1
    sampling_ratio: 0.75
vh_conf:
    clip_path: pretrained_model/clip-vit-base-patch32
    encoder_input_size: 768
    encoder_output_size: 512
    encoder_layer: 2
    encoder_dropout: 0.0
    linear_output_size: 512
    speech_adapter_size: 512
    speech_adapter_layer: 1
preencoder: null
preencoder_conf: {}
encoder: sanm
encoder_conf:
    output_size: 512
    attention_heads: 4
    linear_units: 2048
    num_blocks: 50
    dropout_rate: 0.1
    positional_dropout_rate: 0.1
    attention_dropout_rate: 0.1
    input_layer: pe
    pos_enc_class: SinusoidalPositionEncoder
    normalize_before: true
    kernel_size: 11
    sanm_shfit: 0
    selfattention_layer_type: sanm
postencoder: null
postencoder_conf: {}
decoder: MySanmDecoder
decoder_conf:
    attention_heads: 4
    linear_units: 2048
    num_blocks: 16
    dropout_rate: 0.1
    positional_dropout_rate: 0.1
    self_attention_dropout_rate: 0.1
    src_attention_dropout_rate: 0.1
    att_layer_num: 16
    kernel_size: 11

# bias decoder
bias_decoder: MySanmDecoder
bias_decoder_conf:
    attention_heads: 4
    linear_units: 1024
    num_blocks: 4
    dropout_rate: 0.1
    positional_dropout_rate: 0.1
    self_attention_dropout_rate: 0.1
    src_attention_dropout_rate: 0.1
    kernel_size: 21
    sanm_shfit: 0
predictor: cif_predictor_v2
predictor_conf:
    idim: 512
    threshold: 1.0
    l_order: 1
    r_order: 1
    tail_threshold: 0.45
distributed: false
version: '202307'