espnet/

OpenBEATS-Large-AQAOpen-BERT

config: /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/exp/earlarge2.bs96.noroll.prenorm/conf/ear_large/aqa_open_bert.yaml
print_config: false
log_level: INFO
drop_last_iter: false
dry_run: false
iterator_type: sequence
valid_iterator_type: null
output_dir: /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/exp/aqa_open_bert/cls_earlarge2.bs96.noroll.prenorm
ngpu: 1
seed: 0
num_workers: 2
num_att_plot: 0
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: true
sharded_ddp: false
use_deepspeed: false
deepspeed_config: null
gradient_as_bucket_view: true
ddp_comm_hook: null
cudnn_enabled: true
cudnn_benchmark: false
cudnn_deterministic: true
use_tf32: false
collect_stats: false
write_collected_feats: false
max_epoch: 100
patience: null
val_scheduler_criterion:
- valid
- loss
early_stopping_criterion:
- valid
- loss
- min
best_model_criterion:
-   - valid
    - acc
    - max
keep_nbest_models: 1
nbest_averaging_interval: 0
grad_clip: 1
grad_clip_type: 2.0
grad_noise: false
accum_grad: 4
no_forward_run: false
resume: true
train_dtype: float32
use_amp: false
log_interval: null
use_matplotlib: true
use_tensorboard: true
create_graph_in_tensorboard: false
use_wandb: true
wandb_project: audioverse
wandb_id: null
wandb_entity: shikhar
wandb_name: aqa_open_bert.earlarge2.bs96.noroll.prenorm
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:
- text_encoder
num_iters_per_epoch: null
batch_size: 24
valid_batch_size: null
batch_bins: 1000000
valid_batch_bins: null
category_sample_size: 10
train_shape_file:
- /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/exp/aqa_open_bert/cls_stats_16k/train/speech_shape
- /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/exp/aqa_open_bert/cls_stats_16k/train/label_shape
valid_shape_file:
- /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/exp/aqa_open_bert/cls_stats_16k/valid/speech_shape
- /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/exp/aqa_open_bert/cls_stats_16k/valid/label_shape
batch_type: folded
valid_batch_type: null
fold_length:
- 160000
- 600
sort_in_batch: descending
shuffle_within_batch: false
sort_batch: descending
multiple_iterator: false
utt2weight_file: null
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:
-   - /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/dump/aqa_open_bert/development_aqa_open/wav.scp
    - speech
    - sound
-   - /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/dump/aqa_open_bert/development_aqa_open/text
    - label
    - text
-   - /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/dump/aqa_open_bert/development_aqa_open/question.txt
    - text
    - text
valid_data_path_and_name_and_type:
-   - /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/dump/aqa_open_bert/validation_aqa_open/wav.scp
    - speech
    - sound
-   - /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/dump/aqa_open_bert/validation_aqa_open/text
    - label
    - text
-   - /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/dump/aqa_open_bert/validation_aqa_open/question.txt
    - text
    - text
multi_task_dataset: false
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: adamw
optim_conf:
    lr: 1.0e-05
    weight_decay: 0.01
    betas:
    - 0.9
    - 0.98
scheduler: cosineannealingwarmuprestarts
scheduler_conf:
    first_cycle_steps: 202000
    warmup_steps: 20000
    max_lr: 0.0001
    min_lr: 1.0e-06
lightning_conf: {}
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- most
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- year
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- later
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- city
- under
- around
- did
- such
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- way
- until
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- how
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- head
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- didn
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- team
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- because
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- film
- since
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- however
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- another
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- away
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- best
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- '000'
- very
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- end
- good
- too
- following
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- game
- played
- little
- began
- district
- '##m'
- old
- want
- those
- side
- held
- own
- early
- county
- ll
- league
- use
- west
- '##u'
- face
- think
- '##es'
- '2010'
- government
- '##h'
- march
- came
- small
- general
- town
- june
- '##on'
- line
- based
- something
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- september
- thought
- looked
- along
- international
- '2011'
- air
- july
- club
- went
- january
- october
- our
- august
- april
- york
- '12'
- few
- '2012'
- '2008'
- east
- show
- member
- college
- '2009'
- father
- public
- '##us'
- come
- men
- five
- set
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- church
- '##c'
- next
- former
- november
- room
- party
- located
- december
- '2013'
- age
- got
- '2007'
- '##g'
- system
- let
- love
- '2006'
- though
- every
- '2014'
- look
- song
- water
- century
- without
- body
- black
- night
- within
- great
- women
- single
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- building
- large
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- river
- named
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- started
- '##an'
- once
- '15'
- '20'
- should
- '18'
- '2015'
- service
- top
- built
- british
- open
- death
- king
- moved
- local
- times
- children
- february
- book
- why
- '11'
- door
- need
- president
- order
- final
- road
- wasn
- although
- due
- major
- died
- village
- third
- knew
- '2016'
- asked
- turned
- st
- wanted
- say
- '##p'
- together
- received
- main
- son
- served
- different
- '##en'
- behind
- himself
- felt
- members
- power
- football
- law
- voice
- play
- '##in'
- near
- park
- history
- '30'
- having
- '2005'
- '16'
- '##man'
- saw
- mother
- '##al'
- army
- point
- front
- help
- english
- street
- art
- late
- hands
- games
- award
- '##ia'
- young
- '14'
- put
- published
- country
- division
- across
- told
- '13'
- often
- ever
- french
- london
- center
- six
- red
- '2017'
- led
- days
- include
- light
- '25'
- find
- tell
- among
- species
- really
- according
- central
- half
- '2004'
- form
- original
- gave
- office
- making
- enough
- lost
- full
- opened
- must
- included
- live
- given
- german
- player
- run
- business
- woman
- community
- cup
- might
- million
- land
- '2000'
- court
- development
- '17'
- short
- round
- ii
- km
- seen
- class
- story
- always
- become
- sure
- research
- almost
- director
- council
- la
- '##2'
- career
- things
- using
- island
- '##z'
- couldn
- car
- '##is'
- '24'
- close
- force
- '##1'
- better
- free
- support
- control
- field
- students
- '2003'
- education
- married
- '##b'
- nothing
- worked
- others
- record
- big
- inside
- level
- anything
- continued
- give
- james
- '##3'
- military
- established
- non
- returned
- feel
- does
- title
- written
- thing
- feet
- william
- far
- co
- association
- hard
- already
- '2002'
- '##ra'
- championship
- human
- western
- '100'
- '##na'
- department
- hall
- role
- various
- production
- '21'
- '19'
- heart
- '2001'
- living
- fire
- version
- '##ers'
- '##f'
- television
- royal
- '##4'
- produced
- working
- act
- case
- society
- region
- present
- radio
- period
- looking
- least
- total
- keep
- england
- wife
- program
- per
- brother
- mind
- special
- '22'
- '##le'
- am
- works
- soon
- '##6'
- political
- george
- services
- taken
- created
- '##7'
- further
- able
- reached
- david
- union
- joined
- upon
- done
- important
- social
- information
- either
- '##ic'
- '##x'
- appeared
- position
- ground
- lead
- rock
- dark
- election
- '23'
- board
- france
- hair
- course
- arms
- site
- police
- girl
- instead
- real
- sound
- '##v'
- words
- moment
- '##te'
- someone
- '##8'
- summer
- project
- announced
- san
- less
- wrote
- past
- followed
- '##5'
- blue
- founded
- al
- finally
- india
- taking
- records
- america
- '##ne'
- '1999'
- design
- considered
- northern
- god
- stop
- battle
- toward
- european
- outside
- described
- track
- today
- playing
- language
- '28'
- call
- '26'
- heard
- professional
- low
- australia
- miles
- california
- win
- yet
- green
- '##ie'
- trying
- blood
- '##ton'
- southern
- science
- maybe
- everything
- match
- square
- '27'
- mouth
- video
- race
- recorded
- leave
- above
- '##9'
- daughter
- points
- space
- '1998'
- museum
- change
- middle
- common
- '##0'
- move
- tv
- post
- '##ta'
- lake
- seven
- tried
- elected
- closed
- ten
- paul
- minister
- '##th'
- months
- start
- chief
- return
- canada
- person
- sea
- release
- similar
- modern
- brought
- rest
- hit
- formed
- mr
- '##la'
- '1997'
- floor
- event
- doing
- thomas
- '1996'
- robert
- care
- killed
- training
- star
- week
- needed
- turn
- finished
- railway
- rather
- news
- health
- sent
- example
- ran
- term
- michael
- coming
- currently
- 'yes'
- forces
- despite
- gold
- areas
- '50'
- stage
- fact
- '29'
- dead
- says
- popular
- '2018'
- originally
- germany
- probably
- developed
- result
- pulled
- friend
- stood
- money
- running
- mi
- signed
- word
- songs
- child
- eventually
- met
- tour
- average
- teams
- minutes
- festival
- current
- deep
- kind
- '1995'
- decided
- usually
- eastern
- seemed
- '##ness'
- episode
- bed
- added
- table
- indian
- private
- charles
- route
- available
- idea
- throughout
- centre
- addition
- appointed
- style
- '1994'
- books
- eight
- construction
- press
- mean
- wall
- friends
- remained
- schools
- study
- '##ch'
- '##um'
- institute
- oh
- chinese
- sometimes
- events
- possible
- '1992'
- australian
- type
- brown
- forward
- talk
- process
- food
- debut
- seat
- performance
- committee
- features
- character
- arts
- herself
- else
- lot
- strong
- russian
- range
- hours
- peter
- arm
- '##da'
- morning
- dr
- sold
- '##ry'
- quickly
- directed
- '1993'
- guitar
- china
- '##w'
- '31'
- list
- '##ma'
- performed
- media
- uk
- players
- smile
- '##rs'
- myself
- '40'
- placed
- coach
- province
- towards
- wouldn
- leading
- whole
- boy
- official
- designed
- grand
- census
- '##el'
- europe
- attack
- japanese
- henry
- '1991'
- '##re'
- '##os'
- cross
- getting
- alone
- action
- lower
- network
- wide
- washington
- japan
- '1990'
- hospital
- believe
- changed
- sister
- '##ar'
- hold
- gone
- sir
- hadn
- ship
- '##ka'
- studies
- academy
- shot
- rights
- below
- base
- bad
- involved
- kept
- largest
- '##ist'
- bank
- future
- especially
- beginning
- mark
- movement
- section
- female
- magazine
- plan
- professor
- lord
- longer
- '##ian'
- sat
- walked
- hill
- actually
- civil
- energy
- model
- families
- size
- thus
- aircraft
- completed
- includes
- data
- captain
- '##or'
- fight
- vocals
- featured
- richard
- bridge
- fourth
- '1989'
- officer
- stone
- hear
- '##ism'
- means
- medical
- groups
- management
- self
- lips
- competition
- entire
- lived
- technology
- leaving
- federal
- tournament
- bit
- passed
- hot
- independent
- awards
- kingdom
- mary
- spent
- fine
- doesn
- reported
- '##ling'
- jack
- fall
- raised
- itself
- stay
- 'true'
- studio
- '1988'
- sports
- replaced
- paris
- systems
- saint
- leader
- theatre
- whose
- market
- capital
- parents
- spanish
- canadian
- earth
- '##ity'
- cut
- degree
- writing
- bay
- christian
- awarded
- natural
- higher
- bill
- '##as'
- coast
- provided
- previous
- senior
- ft
- valley
- organization
- stopped
- onto
- countries
- parts
- conference
- queen
- security
- interest
- saying
- allowed
- master
- earlier
- phone
- matter
- smith
- winning
- try
- happened
- moving
- campaign
- los
- '##ley'
- breath
- nearly
- mid
- '1987'
- certain
- girls
- date
- italian
- african
- standing
- fell
- artist
- '##ted'
- shows
- deal
- mine
- industry
- '1986'
- '##ng'
- everyone
- republic
- provide
- collection
- library
- student
- '##ville'
- primary
- owned
- older
- via
- heavy
- 1st
- makes
- '##able'
- attention
- anyone
- africa
- '##ri'
- stated
- length
- ended
- fingers
- command
- staff
- skin
- foreign
- opening
- governor
- okay
- medal
- kill
- sun
- cover
- job
- '1985'
- introduced
- chest
- hell
- feeling
- '##ies'
- success
- meet
- reason
- standard
- meeting
- novel
- '1984'
- trade
- source
- buildings
- '##land'
- rose
- guy
- goal
- '##ur'
- chapter
- native
- husband
- previously
- unit
- limited
- entered
- weeks
- producer
- operations
- mountain
- takes
- covered
- forced
- related
- roman
- complete
- successful
- key
- texas
- cold
- '##ya'
- channel
- '1980'
- traditional
- films
- dance
- clear
- approximately
- '500'
- nine
- van
- prince
- question
- active
- tracks
- ireland
- regional
- silver
- author
- personal
- sense
- operation
- '##ine'
- economic
- '1983'
- holding
- twenty
- isbn
- additional
- speed
- hour
- edition
- regular
- historic
- places
- whom
- shook
- movie
- km²
- secretary
- prior
- report
- chicago
- read
- foundation
- view
- engine
- scored
- '1982'
- units
- ask
- airport
- property
- ready
- immediately
- lady
- month
- listed
- contract
- '##de'
- manager
- themselves
- lines
- '##ki'
- navy
- writer
- meant
- '##ts'
- runs
- '##ro'
- practice
- championships
- singer
- glass
- commission
- required
- forest
- starting
- culture
- generally
- giving
- access
- attended
- test
- couple
- stand
- catholic
- martin
- caught
- executive
- '##less'
- eye
- '##ey'
- thinking
- chair
- quite
- shoulder
- '1979'
- hope
- decision
- plays
- defeated
- municipality
- whether
- structure
- offered
- slowly
- pain
- ice
- direction
- '##ion'
- paper
- mission
- '1981'
- mostly
- '200'
- noted
- individual
- managed
- nature
- lives
- plant
- '##ha'
- helped
- except
- studied
- computer
- figure
- relationship
- issue
- significant
- loss
- die
- smiled
- gun
- ago
- highest
- '1972'
- '##am'
- male
- bring
- goals
- mexico
- problem
- distance
- commercial
- completely
- location
- annual
- famous
- drive
- '1976'
- neck
- '1978'
- surface
- caused
- italy
- understand
- greek
- highway
- wrong
- hotel
- comes
- appearance
- joseph
- double
- issues
- musical
- companies
- castle
- income
- review
- assembly
- bass
- initially
- parliament
- artists
- experience
- '1974'
- particular
- walk
- foot
- engineering
- talking
- window
- dropped
- '##ter'
- miss
- baby
- boys
- break
- '1975'
- stars
- edge
- remember
- policy
- carried
- train
- stadium
- bar
- sex
- angeles
- evidence
- '##ge'
- becoming
- assistant
- soviet
- '1977'
- upper
- step
- wing
- '1970'
- youth
- financial
- reach
- '##ll'
- actor
- numerous
- '##se'
- '##st'
- nodded
- arrived
- '##ation'
- minute
- '##nt'
- believed
- sorry
- complex
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- victory
- associated
- temple
- '1968'
- '1973'
- chance
- perhaps
- metal
- '##son'
- '1945'
- bishop
- '##et'
- lee
- launched
- particularly
- tree
- le
- retired
- subject
- prize
- contains
- yeah
- theory
- empire
- '##ce'
- suddenly
- waiting
- trust
- recording
- '##to'
- happy
- terms
- camp
- champion
- '1971'
- religious
- pass
- zealand
- names
- 2nd
- port
- ancient
- tom
- corner
- represented
- watch
- legal
- anti
- justice
- cause
- watched
- brothers
- '45'
- material
- changes
- simply
- response
- louis
- fast
- '##ting'
- answer
- '60'
- historical
- '1969'
- stories
- straight
- create
- feature
- increased
- rate
- administration
- virginia
- el
- activities
- cultural
- overall
- winner
- programs
- basketball
- legs
- guard
- beyond
- cast
- doctor
- mm
- flight
- results
- remains
- cost
- effect
- winter
- '##ble'
- larger
- islands
- problems
- chairman
- grew
- commander
- isn
- '1967'
- pay
- failed
- selected
- hurt
- fort
- box
- regiment
- majority
- journal
- '35'
- edward
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- '##ke'
- '##ni'
- shown
- pretty
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- characters
- directly
- scene
- likely
- operated
- allow
- spring
- '##j'
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- looks
- mike
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- fellow
- '##tion'
- beach
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- '##ham'
- '##ive'
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- oil
- '65'
- florida
- expected
- nearby
- congress
- sam
- peace
- recent
- iii
- wait
- subsequently
- cell
- '##do'
- variety
- serving
- agreed
- please
- poor
- joe
- pacific
- attempt
- wood
- democratic
- piece
- prime
- '##ca'
- rural
- mile
- touch
- appears
- township
- '1964'
- '1966'
- soldiers
- '##men'
- '##ized'
- '1965'
- pennsylvania
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- fighting
- claimed
- score
- jones
- physical
- editor
- '##ous'
- filled
- genus
- specific
- sitting
- super
- mom
- '##va'
- therefore
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- store
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- spain
- tower
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- vice
- frank
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- parish
- separate
- golden
- horse
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- branch
- '32'
- presented
- stared
- '##id'
- uses
- secret
- forms
- '##co'
- baseball
- exactly
- '##ck'
- choice
- note
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- ball
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- wind
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- ring
- referred
- numbers
- digital
- greater
- '##ns'
- metres
- slightly
- direct
- increase
- '1960'
- responsible
- crew
- rule
- trees
- troops
- '##no'
- broke
- goes
- individuals
- hundred
- weight
- creek
- sleep
- memory
- defense
- provides
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- code
- value
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- '1944'
- safe
- judge
- whatever
- corps
- realized
- growing
- pre
- '##ga'
- cities
- alexander
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- spread
- scott
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- '##li'
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- '##ment'
- chart
- multiple
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- '##ba'
- host
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- '##ate'
- earned
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- drama
- era
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- seasons
- join
- grade
- '##io'
- sign
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- machine
- '1963'
- territory
- mainly
- '##wood'
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- squadron
- '1962'
- stepped
- iron
- 19th
- '##led'
- serve
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- sky
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- ships
- article
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- '##ty'
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- ability
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- ministry
- '1942'
- throat
- smaller
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- '##by'
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- '80'
- '##ier'
- acting
- seeing
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- '##ti'
- estate
- '1961'
- pressure
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- jr
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- conditions
- beat
- elements
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- vote
- '##field'
- needs
- carolina
- text
- featuring
- global
- block
- shirt
- levels
- francisco
- purpose
- females
- et
- dutch
- duke
- ahead
- gas
- twice
- safety
- serious
- turning
- highly
- lieutenant
- firm
- maria
- amount
- mixed
- daniel
- proposed
- perfect
- agreement
- affairs
- 3rd
- seconds
- contemporary
- paid
- '1943'
- prison
- save
- kitchen
- label
- administrative
- intended
- constructed
- academic
- nice
- teacher
- races
- '1956'
- formerly
- corporation
- ben
- nation
- issued
- shut
- '1958'
- drums
- housing
- victoria
- seems
- opera
- '1959'
- graduated
- function
- von
- mentioned
- picked
- build
- recognized
- shortly
- protection
- picture
- notable
- exchange
- elections
- 1980s
- loved
- percent
- racing
- fish
- elizabeth
- garden
- volume
- hockey
- '1941'
- beside
- settled
- '##ford'
- '1940'
- competed
- replied
- drew
- '1948'
- actress
- marine
- scotland
- steel
- glanced
- farm
- steve
- '1957'
- risk
- tonight
- positive
- magic
- singles
- effects
- gray
- screen
- dog
- '##ja'
- residents
- bus
- sides
- none
- secondary
- literature
- polish
- destroyed
- flying
- founder
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- '1939'
- lay
- reserve
- usa
- gallery
- '##ler'
- '1946'
- industrial
- younger
- approach
- appearances
- urban
- ones
- '1950'
- finish
- avenue
- powerful
- fully
- growth
- page
- honor
- jersey
- projects
- advanced
- revealed
- basic
- '90'
- infantry
- pair
- equipment
- visit
- '33'
- evening
- search
- grant
- effort
- solo
- treatment
- buried
- republican
- primarily
- bottom
- owner
- 1970s
- israel
- gives
- jim
- dream
- bob
- remain
- spot
- '70'
- notes
- produce
- champions
- contact
- ed
- soul
- accepted
- ways
- del
- '##ally'
- losing
- split
- price
- capacity
- basis
- trial
- questions
- '##ina'
- '1955'
- 20th
- guess
- officially
- memorial
- naval
- initial
- '##ization'
- whispered
- median
- engineer
- '##ful'
- sydney
- '##go'
- columbia
- strength
- '300'
- '1952'
- tears
- senate
- '00'
- card
- asian
- agent
- '1947'
- software
- '44'
- draw
- warm
- supposed
- com
- pro
- '##il'
- transferred
- leaned
- '##at'
- candidate
- escape
- mountains
- asia
- potential
- activity
- entertainment
- seem
- traffic
- jackson
- murder
- '36'
- slow
- product
- orchestra
- haven
- agency
- bbc
- taught
- website
- comedy
- unable
- storm
- planning
- albums
- rugby
- environment
- scientific
- grabbed
- protect
- '##hi'
- boat
- typically
- '1954'
- '1953'
- damage
- principal
- divided
- dedicated
- mount
- ohio
- '##berg'
- pick
- fought
- driver
- '##der'
- empty
- shoulders
- sort
- thank
- berlin
- prominent
- account
- freedom
- necessary
- efforts
- alex
- headquarters
- follows
- alongside
- des
- simon
- andrew
- suggested
- operating
- learning
- steps
- '1949'
- sweet
- technical
- begin
- easily
- '34'
- teeth
- speaking
- settlement
- scale
- '##sh'
- renamed
- ray
- max
- enemy
- semi
- joint
- compared
- '##rd'
- scottish
- leadership
- analysis
- offers
- georgia
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- captured
- animal
- deputy
- guest
- organized
- '##lin'
- tony
- combined
- method
- challenge
- 1960s
- huge
- wants
- battalion
- sons
- rise
- crime
- types
- facilities
- telling
- path
- '1951'
- platform
- sit
- 1990s
- '##lo'
- tells
- assigned
- rich
- pull
- '##ot'
- commonly
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- '##za'
- letters
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- ocean
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- titled
- '##q'
- declared
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- '##me'
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- fleet
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- nick
- '##ius'
- michigan
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- episodes
- '##line'
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- birth
- '##it'
- clubs
- '64'
- palace
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- refused
- fair
- leg
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- surrounding
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- formation
- lifted
- pointed
- connected
- rome
- medicine
- laid
- taylor
- santa
- powers
- adam
- tall
- shared
- focused
- knowing
- yards
- entrance
- falls
- '##wa'
- calling
- '##ad'
- sources
- chosen
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- resources
- yard
- '##ite'
- nominated
- silence
- zone
- defined
- '##que'
- gained
- thirty
- '38'
- bodies
- moon
- '##ard'
- adopted
- christmas
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- register
- apart
- iran
- premier
- serves
- du
- unknown
- parties
- '##les'
- generation
- '##ff'
- continues
- quick
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- brigade
- quiet
- teaching
- clothes
- impact
- weapons
- partner
- flat
- theater
- supreme
- '1938'
- '37'
- relations
- '##tor'
- plants
- suffered
- '1936'
- wilson
- kids
- begins
- '##age'
- '1918'
- seats
- armed
- internet
- models
- worth
- laws
- '400'
- communities
- classes
- background
- knows
- thanks
- quarter
- reaching
- humans
- carry
- killing
- format
- kong
- hong
- setting
- '75'
- architecture
- disease
- railroad
- inc
- possibly
- wish
- arthur
- thoughts
- harry
- doors
- density
- '##di'
- crowd
- illinois
- stomach
- tone
- unique
- reports
- anyway
- '##ir'
- liberal
- der
- vehicle
- thick
- dry
- drug
- faced
- largely
- facility
- theme
- holds
- creation
- strange
- colonel
- '##mi'
- revolution
- bell
- politics
- turns
- silent
- rail
- relief
- independence
- combat
- shape
- write
- determined
- sales
- learned
- 4th
- finger
- oxford
- providing
- '1937'
- heritage
- fiction
- situated
- designated
- allowing
- distribution
- hosted
- '##est'
- sight
- interview
- estimated
- reduced
- '##ria'
- toronto
- footballer
- keeping
- guys
- damn
- claim
- motion
- sport
- sixth
- stayed
- '##ze'
- en
- rear
- receive
- handed
- twelve
- dress
- audience
- granted
- brazil
- '##well'
- spirit
- '##ated'
- noticed
- etc
- olympic
- representative
- eric
- tight
- trouble
- reviews
- drink
- vampire
- missing
- roles
- ranked
- newly
- household
- finals
- wave
- critics
- '##ee'
- phase
- massachusetts
- pilot
- unlike
- philadelphia
- bright
- guns
- crown
- organizations
- roof
- '42'
- respectively
- clearly
- tongue
- marked
- circle
- fox
- korea
- bronze
- brian
- expanded
- sexual
- supply
- yourself
- inspired
- labour
- fc
- '##ah'
- reference
- vision
- draft
- connection
- brand
- reasons
- '1935'
- classic
- driving
- trip
- jesus
- cells
- entry
- '1920'
- neither
- trail
- claims
- atlantic
- orders
- labor
- nose
- afraid
- identified
- intelligence
- calls
- cancer
- attacked
- passing
- stephen
- positions
- imperial
- grey
- jason
- '39'
- sunday
- '48'
- swedish
- avoid
- extra
- uncle
- message
- covers
- allows
- surprise
- materials
- fame
- hunter
- '##ji'
- '1930'
- citizens
- figures
- davis
- environmental
- confirmed
- shit
- titles
- di
- performing
- difference
- acts
- attacks
- '##ov'
- existing
- votes
- opportunity
- nor
- shop
- entirely
- trains
- opposite
- pakistan
- '##pa'
- develop
- resulted
- representatives
- actions
- reality
- pressed
- '##ish'
- barely
- wine
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- ends
- documentary
- nuclear
- stock
- grace
- sets
- eat
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- '##ps'
- bag
- resulting
- creating
- surprised
- cemetery
- '1919'
- drop
- finding
- sarah
- cricket
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- tradition
- ride
- '1933'
- exhibition
- target
- ear
- explained
- rain
- composer
- injury
- apartment
- municipal
- educational
- occupied
- netherlands
- clean
- billion
- constitution
- learn
- '1914'
- maximum
- classical
- francis
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- opposition
- jose
- ontario
- bear
- core
- hills
- rolled
- ending
- drawn
- permanent
- fun
- '##tes'
- '##lla'
- lewis
- sites
- chamber
- ryan
- '##way'
- scoring
- height
- '1934'
- '##house'
- lyrics
- staring
- '55'
- officials
- '1917'
- snow
- oldest
- '##tic'
- orange
- '##ger'
- qualified
- interior
- apparently
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- thousand
- dinner
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- heavily
- '41'
- greatest
- conservative
- send
- bowl
- plus
- enter
- catch
- '##un'
- economy
- duty
- '1929'
- speech
- authorities
- princess
- performances
- versions
- shall
- graduate
- pictures
- effective
- remembered
- poetry
- desk
- crossed
- starring
- starts
- passenger
- sharp
- '##ant'
- acres
- ass
- weather
- falling
- rank
- fund
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- adult
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- heads
- cm
- southeast
- lane
- '##burg'
- application
- bc
- '##ura'
- les
- condition
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- prevent
- display
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- regions
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- '1928'
- obtained
- portion
- '##town'
- mix
- '##ding'
- reaction
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- dean
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- peak
- '1932'
- '##tte'
- counter
- religion
- chain
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- aid
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- squad
- wonder
- lying
- crazy
- sword
- '##ping'
- attempted
- centuries
- weren
- philosophy
- category
- '##ize'
- anna
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- '47'
- sweden
- wolf
- frequently
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- kg
- literary
- alliance
- task
- entitled
- '##ay'
- threw
- promotion
- factory
- tiny
- soccer
- visited
- matt
- fm
- achieved
- '52'
- defence
- internal
- persian
- '43'
- methods
- '##ging'
- arrested
- otherwise
- cambridge
- programming
- villages
- elementary
- districts
- rooms
- criminal
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- worry
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- '1931'
- attempts
- waited
- signal
- bird
- truck
- subsequent
- programme
- '##ol'
- ad
- '49'
- communist
- details
- faith
- sector
- patrick
- carrying
- laugh
- '##ss'
- controlled
- korean
- showing
- origin
- fuel
- evil
- '1927'
- '##ent'
- brief
- identity
- darkness
- address
- pool
- missed
- publication
- web
- planet
- ian
- anne
- wings
- invited
- '##tt'
- briefly
- standards
- kissed
- '##be'
- ideas
- climate
- causing
- walter
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- albert
- articles
- winners
- desire
- aged
- northeast
- dangerous
- gate
- doubt
- '1922'
- wooden
- multi
- '##ky'
- poet
- rising
- funding
- '46'
- communications
- communication
- violence
- copies
- prepared
- ford
- investigation
- skills
- '1924'
- pulling
- electronic
- '##ak'
- '##ial'
- '##han'
- containing
- ultimately
- offices
- singing
- understanding
- restaurant
- tomorrow
- fashion
- christ
- ward
- da
- pope
- stands
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- flow
- studios
- aired
- commissioned
- contained
- exist
- fresh
- americans
- '##per'
- wrestling
- approved
- kid
- employed
- respect
- suit
- '1925'
- angel
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- increasing
- frame
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- 1950s
- thin
- finds
- '##nd'
- temperature
- statement
- ali
- explain
- inhabitants
- towns
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- '51'
- jane
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- '1912'
- bureau
- cape
- '1926'
- weekly
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- '1921'
- '##ai'
- '##au'
- launch
- founding
- '##ny'
- '978'
- '##ring'
- artillery
- strike
- un
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- roll
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- pp
- '##ut'
- attorney
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- dan
- billboard
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- dave
- admitted
- lands
- mexican
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- charlie
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- hole
- iv
- howard
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- moscow
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- '1923'
- proved
- wear
- struck
- hey
- guards
- stuff
- slid
- expansion
- '1915'
- cat
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- melbourne
- opposed
- sub
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- architect
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- plane
- '1916'
- '##ron'
- map
- camera
- tank
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- metropolitan
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- ep
- fighter
- inch
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- gene
- anger
- fixed
- buy
- dvd
- khan
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- worldwide
- chapel
- mill
- functions
- examples
- '##head'
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- '1910'
- turkey
- hits
- pocket
- antonio
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- grow
- unless
- circuit
- 18th
- concerned
- attached
- journalist
- selection
- journey
- converted
- provincial
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- hearing
- aren
- bands
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- aside
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- knight
- lap
- survey
- ma
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- noise
- billy
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- shooting
- guide
- bedroom
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- giant
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- '150'
- scenes
- equal
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- solid
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- afternoon
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- funds
- wedding
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- sr
- kim
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- broad
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- '##ong'
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- establishment
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- '##bo'
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- neighborhood
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- ceremony
- '##ds'
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- austria
- clock
- norway
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- '1913'
- victor
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- plate
- putting
- surrounded
- '##ists'
- finishing
- blues
- tropical
- '##ries'
- minnesota
- consider
- philippines
- accept
- '54'
- retrieved
- '1900'
- concern
- anderson
- properties
- institution
- gordon
- successfully
- vietnam
- '##dy'
- backing
- outstanding
- muslim
- crossing
- folk
- producing
- usual
- demand
- occurs
- observed
- lawyer
- educated
- '##ana'
- kelly
- string
- pleasure
- budget
- items
- quietly
- colorado
- philip
- typical
- '##worth'
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- shadow
- transportation
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- weapon
- arena
- importance
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- tim
- objects
- contributed
- dragon
- douglas
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- senator
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- jordan
- sisters
- engines
- flag
- investment
- samuel
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- capable
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- row
- wheel
- refers
- session
- familiar
- biggest
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- hate
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- drove
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- request
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- grounds
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- '##mo'
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- pack
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- '##si'
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- '##rt'
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- '##he'
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- '##ara'
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- '##ney'
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- manner
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- productions
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- musician
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- stream
- techniques
- committed
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- '1905'
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- constituency
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- '1902'
- '1901'
- patient
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- '##tan'
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- sending
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- '03'
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- coalition
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- strip
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- '##sis'
- '63'
- boundary
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- processes
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- tons
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- mechanical
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- statue
- critic
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- claire
- muttered
- sentence
- 11th
- emily
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- criticism
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- vessel
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- danny
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- compilation
- keyboards
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- '68'
- raising
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- cutting
- '##board'
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- hated
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- photo
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- customers
- '##ac'
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- logan
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- keys
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- commanded
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- upset
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- il
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- clan
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- '##ied'
- mills
- '##su'
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- fault
- '1897'
- rhythm
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- '700'
- '69'
- lasted
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- '74'
- wound
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- killer
- gradually
- filmed
- °c
- dollars
- processing
- '94'
- remove
- criticized
- guests
- sang
- chemistry
- '##vin'
- legislature
- disney
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- proposal
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- karl
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- stones
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- '71'
- '84'
- '##ld'
- pace
- nazi
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- ny
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- 14th
- centers
- burn
- basin
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- filed
- collections
- monastery
- losses
- manual
- couch
- description
- appropriate
- merely
- tag
- missions
- sebastian
- restoration
- replacing
- triple
- '73'
- elder
- julia
- warriors
- benjamin
- julian
- convinced
- stronger
- amazing
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- versus
- merchant
- happens
- output
- finland
- bare
- barbara
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- ignored
- dawn
- injuries
- '##port'
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- '##ram'
- '82'
- luis
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- kw
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- symbol
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- '##je'
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- summit
- angle
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- evans
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- patrol
- '1889'
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- '89'
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- '1893'
- acoustic
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- josh
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- '1892'
- '##ten'
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- seed
- '79'
- pole
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- rival
- '1894'
- stable
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- grave
- constitutional
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- flower
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- devil
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- greatly
- habitat
- '##istic'
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- remote
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- '##ics'
- '##ok'
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- '##ming'
- cited
- '86'
- vast
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- '1885'
- editions
- knocked
- eve
- searching
- partly
- participation
- gap
- animated
- fate
- excellent
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- alternate
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- '##ily'
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- '1891'
- signing
- terry
- '##ice'
- apply
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- aim
- catherine
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- pride
- hugh
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- tech
- encouraged
- taiwan
- representation
- sharing
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- '##em'
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- '83'
- 1920s
- occasions
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- '##isation'
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- muscles
- '##ance'
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- warner
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- '##rin'
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- '##ye'
- '##kar'
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- elevation
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- argument
- occasion
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- '1888'
- contribution
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- opportunities
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- mason
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- diameter
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- mistake
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- identify
- violin
- '##sk'
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- richmond
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- '1864'
- gear
- literally
- connor
- random
- sergeant
- grab
- confusion
- '1865'
- transmission
- informed
- op
- leaning
- sacred
- suspended
- thinks
- gates
- portland
- luck
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- yours
- hull
- expert
- muscle
- layer
- practical
- sculpture
- jerusalem
- latest
- lloyd
- statistics
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- mess
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- recovered
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- rushed
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- belief
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- mate
- '##ach'
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- '##ho'
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- vi
- '##ru'
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- tape
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- '##king'
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- '1887'
- tommy
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- hudson
- '##gar'
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- '##lis'
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- amy
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- wildlife
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- '##po'
- laura
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- videos
- dennis
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- placing
- throwing
- ph
- mood
- '1862'
- perry
- venue
- jet
- remainder
- '##lli'
- '##ci'
- passion
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- '1863'
- dirt
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- ron
- segment
- fa
- abuse
- '##era'
- genre
- thrown
- stroke
- colored
- stress
- exercise
- displayed
- '##gen'
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- '##tti'
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- thereafter
- madrid
- component
- widespread
- '##sed'
- tale
- citizen
- todd
- monday
- '1886'
- vancouver
- overseas
- forcing
- crying
- descent
- '##ris'
- discussed
- substantial
- ranks
- regime
- '1870'
- provinces
- switch
- drum
- zane
- ted
- tribes
- proof
- lp
- cream
- researchers
- volunteer
- manor
- silk
- milan
- donated
- allies
- venture
- principle
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- '##gging'
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- tiles
- stabbed
- boulder
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- raises
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- robbery
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- ing
- pounded
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- financed
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- '##zzi'
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- attitudes
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- '##haus'
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- paced
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- dreamed
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- receptors
- someday
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- '##lal'
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- cameroon
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- tai
- wax
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- victorious
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- outright
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- '##uan'
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- '##type'
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- '##pt'
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- '##trom'
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- syndicated
- '##hman'
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- '##ght'
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- '##eg'
- '##alis'
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- '165'
- trombone
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- interred
- renewable
- rhys
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- molecule
- '##ages'
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- '##uded'
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- '##ppa'
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- batsman
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- '##cock'
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- nathaniel
- brennan
- '1776'
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- caucus
- '##worthy'
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- yemen
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- ku
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- viewer
- catalan
- encompasses
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- '##fall'
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- braves
- arranger
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- sergio
- persuade
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- penguin
- cum
- jockey
- insufficient
- townships
- occupying
- declining
- plural
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- projection
- puppet
- flanders
- introduces
- liability
- '##yon'
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- taipei
- hobart
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- jeep
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- '126'
- chaplain
- bundle
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- '##hine'
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- sh
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- '##ways'
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- '##uda'
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- '##ame'
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- '1797'
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- '##fying'
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- '##uru'
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- '##owing'
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- '##dd'
- '##30'
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- '##flower'
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- '##tail'
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- '##hian'
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- '##isa'
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- '##kis'
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- '1775'
- '##lp'
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- '##urn'
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- '##pu'
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- pasha
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- '##lov'
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- yell
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- '##uth'
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- '##cle'
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- '##jon'
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- '##him'
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- '##mouth'
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- '1791'
- pius
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- xii
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- dexter
- '##pf'
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- sic
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- decommissioned
- utter
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- pac
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- '##top'
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- ant
- '##how'
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- jakarta
- exploitation
- '##ime'
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- '##lah'
- '##park'
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- dread
- spill
- crystals
- olivier
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- bluff
- equilibrium
- separating
- notices
- ordnance
- extinction
- onset
- cosmic
- attachment
- sammy
- expose
- privy
- anchored
- '##bil'
- abbott
- admits
- bending
- baritone
- emmanuel
- policeman
- vaughan
- winged
- climax
- dresses
- denny
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- mohamed
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- grandparents
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- gaza
- postponed
- metacritic
- una
- '##sby'
- '##bat'
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- '##cian'
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- praying
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- '##hoe'
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- turret
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- nonprofit
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- monaco
- '##ي'
- '##usion'
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- podium
- '##mir'
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- '133'
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- '##lby'
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- recorder
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- jumps
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- wagons
- '##11'
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- '##rp'
- jeanne
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- '##sl'
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- '##rer'
- '##ema'
- scripts
- '##ively'
- rub
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- verlag
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- chick
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- '##culture'
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- '##tead'
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- bushes
- dane
- accomplish
- courtesy
- closes
- '##oth'
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- hague
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- lawson
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- elias
- ginger
- '##ttes'
- canopy
- betrayal
- rebuilding
- turf
- '##hof'
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- kicks
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- polls
- alias
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- td
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- audition
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- harp
- dillon
- horrified
- '##oro'
- renault
- '##tics'
- ropes
- '##α'
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- infrared
- wiping
- accelerated
- illustration
- '##rid'
- presses
- practitioners
- badminton
- '##iard'
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- '##tera'
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- misery
- '##sies'
- '##tly'
- reproduction
- piercing
- potatoes
- thornton
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- hbo
- '##aan'
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- ernie
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- rupert
- '##jin'
- '##iss'
- '##ear'
- rfc
- nassau
- '##dock'
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- '##haven'
- appointments
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- prestige
- sharma
- haul
- '##tical'
- solidarity
- gps
- '##ook'
- '##rata'
- igor
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- '##uit'
- baxter
- tenants
- wires
- medication
- unlimited
- guiding
- impacts
- diabetes
- '##rama'
- sasha
- pas
- clive
- extraction
- '131'
- continually
- constraints
- '##bilities'
- sonata
- hunted
- sixteenth
- chu
- planting
- quote
- mayer
- pretended
- abs
- spat
- '##hua'
- ceramic
- '##cci'
- curtains
- pigs
- pitching
- '##dad'
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- '##sted'
- '##qi'
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- '##nted'
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- '##ija'
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- '##croft'
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- grape
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- chevrolet
- thirteenth
- stunning
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- '##ede'
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- currents
- basil
- '##kovic'
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- '##rica'
- mai
- '##aire'
- shove
- posting
- '##shed'
- pilgrimage
- humorous
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- fry
- pencil
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- smells
- '144'
- marilyn
- aching
- newest
- clung
- bon
- neighbours
- sanctioned
- '##pie'
- mug
- '##stock'
- drowning
- '##mma'
- hydraulic
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- reminder
- lilly
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- '##ncies'
- sour
- '##eous'
- compulsory
- packet
- '##rion'
- '##graphic'
- '##elle'
- cannes
- '##inate'
- depressed
- '##rit'
- heroic
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- theresa
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- saturn
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- rae
- '##xia'
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- pact
- jasper
- explosives
- packaging
- aluminium
- '##ttered'
- denotes
- rhythmic
- spans
- assignments
- hereditary
- outlined
- originating
- sundays
- lad
- reissued
- greeting
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- '##dic'
- pillar
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- plots
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- alcoholic
- judiciary
- avant
- slides
- extract
- masculine
- blur
- '##eum'
- '##force'
- homage
- trembled
- owens
- hymn
- trey
- omega
- signaling
- socks
- accumulated
- reacted
- attic
- theo
- lining
- angie
- distraction
- primera
- talbot
- '##key'
- '1200'
- ti
- creativity
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- '##hey'
- deacon
- eduardo
- identifies
- proposition
- dizzy
- gunner
- hogan
- '##yam'
- '##pping'
- '##hol'
- ja
- '##chan'
- jensen
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- '##berger'
- clearance
- darius
- '##nier'
- abe
- harlem
- plea
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- neville
- exceeded
- upwards
- viable
- ducks
- '##fo'
- workforce
- racer
- limiting
- shri
- '##lson'
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- '1600'
- kerr
- moths
- devastating
- laden
- disturbing
- locking
- '##cture'
- gal
- fearing
- accreditation
- flavor
- aide
- 1870s
- mountainous
- '##baum'
- melt
- '##ures'
- motel
- texture
- servers
- soda
- '##mb'
- herd
- '##nium'
- erect
- puzzled
- hum
- peggy
- examinations
- gould
- testified
- geoff
- ren
- devised
- sacks
- '##law'
- denial
- posters
- grunted
- cesar
- tutor
- ec
- gerry
- offerings
- byrne
- falcons
- combinations
- ct
- incoming
- pardon
- rocking
- 26th
- avengers
- flared
- mankind
- seller
- uttar
- loch
- nadia
- stroking
- exposing
- '##hd'
- fertile
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- instituted
- '##has'
- noises
- prophecy
- taxation
- eminent
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- '##bol'
- dart
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- notebook
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- adrenaline
- referenced
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- '##iving'
- progression
- '##ddy'
- blunt
- announce
- '##far'
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- '##lav'
- aggression
- liaison
- cooler
- cares
- headache
- plantations
- gorge
- dots
- impulse
- thickness
- ashamed
- averaging
- kathy
- obligation
- precursor
- '137'
- fowler
- symmetry
- thee
- '225'
- hears
- '##rai'
- undergoing
- ads
- butcher
- bowler
- '##lip'
- cigarettes
- subscription
- goodness
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- browne
- '##hos'
- '##tech'
- kyoto
- donor
- '##erty'
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- drifting
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- hardened
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- '152'
- fauna
- blankets
- claw
- tossing
- snarled
- butterflies
- recruits
- investigative
- coated
- healed
- '138'
- communal
- hai
- xiii
- academics
- boone
- psychologist
- restless
- lahore
- stephens
- mba
- brendan
- foreigners
- printer
- '##pc'
- ached
- explode
- 27th
- deed
- scratched
- dared
- '##pole'
- cardiac
- '1780'
- okinawa
- proto
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- compelled
- oddly
- electrons
- '##base'
- replica
- thanksgiving
- '##rist'
- sheila
- deliberate
- stafford
- tidal
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- hercules
- ou
- '##path'
- '##iated'
- kidnapping
- lenses
- '##tling'
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- samoa
- mouths
- consuming
- computational
- maze
- granting
- smirk
- razor
- fixture
- ideals
- inviting
- aiden
- nominal
- '##vs'
- issuing
- julio
- pitt
- ramsey
- docks
- '##oss'
- exhaust
- '##owed'
- bavarian
- draped
- anterior
- mating
- ethiopian
- explores
- noticing
- '##nton'
- discarded
- convenience
- hoffman
- endowment
- beasts
- cartridge
- mormon
- paternal
- probe
- sleeves
- interfere
- lump
- deadline
- '##rail'
- jenks
- bulldogs
- scrap
- alternating
- justified
- reproductive
- nam
- seize
- descending
- secretariat
- kirby
- coupe
- grouped
- smash
- panther
- sedan
- tapping
- '##18'
- lola
- cheer
- germanic
- unfortunate
- '##eter'
- unrelated
- '##fan'
- subordinate
- '##sdale'
- suzanne
- advertisement
- '##ility'
- horsepower
- '##lda'
- cautiously
- discourse
- luigi
- '##mans'
- '##fields'
- noun
- prevalent
- mao
- schneider
- everett
- surround
- governorate
- kira
- '##avia'
- westward
- '##take'
- misty
- rails
- sustainability
- '134'
- unused
- '##rating'
- packs
- toast
- unwilling
- regulate
- thy
- suffrage
- nile
- awe
- assam
- definitions
- travelers
- affordable
- '##rb'
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- sells
- undefeated
- beneficial
- torso
- basal
- repeating
- remixes
- '##pass'
- bahrain
- cables
- fang
- '##itated'
- excavated
- numbering
- statutory
- '##rey'
- deluxe
- '##lian'
- forested
- ramirez
- derbyshire
- zeus
- slamming
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- astronomer
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- lottery
- berg
- histories
- bamboo
- '##uchi'
- resurrection
- posterior
- bowls
- vaguely
- '##thi'
- thou
- preserving
- tensed
- offence
- '##inas'
- meyrick
- callum
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- watt
- langdon
- tying
- lowland
- snorted
- daring
- truman
- '##hale'
- '##girl'
- aura
- overly
- filing
- weighing
- goa
- infections
- philanthropist
- saunders
- eponymous
- '##owski'
- latitude
- perspectives
- reviewing
- mets
- commandant
- radial
- '##kha'
- flashlight
- reliability
- koch
- vowels
- amazed
- ada
- elaine
- supper
- '##rth'
- '##encies'
- predator
- debated
- soviets
- cola
- '##boards'
- '##nah'
- compartment
- crooked
- arbitrary
- fourteenth
- '##ctive'
- havana
- majors
- steelers
- clips
- profitable
- ambush
- exited
- packers
- '##tile'
- nude
- cracks
- fungi
- '##е'
- limb
- trousers
- josie
- shelby
- tens
- frederic
- '##ος'
- definite
- smoothly
- constellation
- insult
- baton
- discs
- lingering
- '##nco'
- conclusions
- lent
- staging
- becker
- grandpa
- shaky
- '##tron'
- einstein
- obstacles
- sk
- adverse
- elle
- economically
- '##moto'
- mccartney
- thor
- dismissal
- motions
- readings
- nostrils
- treatise
- '##pace'
- squeezing
- evidently
- prolonged
- '1783'
- venezuelan
- je
- marguerite
- beirut
- takeover
- shareholders
- '##vent'
- denise
- digit
- airplay
- norse
- '##bbling'
- imaginary
- pills
- hubert
- blaze
- vacated
- eliminating
- '##ello'
- vine
- mansfield
- '##tty'
- retrospective
- barrow
- borne
- clutch
- bail
- forensic
- weaving
- '##nett'
- '##witz'
- desktop
- citadel
- promotions
- worrying
- dorset
- ieee
- subdivided
- '##iating'
- manned
- expeditionary
- pickup
- synod
- chuckle
- '185'
- barney
- '##rz'
- '##ffin'
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- karachi
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- uc
- lick
- turbo
- anders
- '##ffed'
- execute
- curl
- oppose
- ankles
- typhoon
- '##د'
- '##ache'
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- linguistics
- compassion
- pressures
- grazing
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- '##iting'
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- monopoly
- muddy
- backgrounds
- '136'
- namibia
- francesca
- monitors
- attracting
- stunt
- tuition
- '##ии'
- vegetable
- '##mates'
- '##quent'
- mgm
- jen
- complexes
- forts
- '##ond'
- cellar
- bites
- seventeenth
- royals
- flemish
- failures
- mast
- charities
- '##cular'
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- capitals
- macmillan
- ipswich
- outward
- frigate
- postgraduate
- folds
- employing
- '##ouse'
- concurrently
- fiery
- '##tai'
- contingent
- nightmares
- monumental
- nicaragua
- '##kowski'
- lizard
- mal
- fielding
- gig
- reject
- '##pad'
- harding
- '##ipe'
- coastline
- '##cin'
- '##nos'
- beethoven
- humphrey
- innovations
- '##tam'
- '##nge'
- norris
- doris
- solicitor
- huang
- obey
- '141'
- '##lc'
- niagara
- '##tton'
- shelves
- aug
- bourbon
- curry
- nightclub
- specifications
- hilton
- '##ndo'
- centennial
- dispersed
- worm
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- '##公'
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text_bpemodel: bert-base-uncased
init: xavier_normal
input_size: 1
use_preprocessor: true
frontend: null
frontend_conf: {}
specaug: null
specaug_conf: {}
normalize: null
normalize_conf: {}
preencoder: null
preencoder_conf: {}
encoder: beats
encoder_conf:
    beats_ckpt_path: /work/nvme/bbjs/sbharadwaj/7Msounds/exp/beats_iter1_large1.tune_lr1.0e-4_warmup40000_bins1600000_totalsteps400000/epoch_latest.pt
    beats_config:
        layer_wise_gradient_decay_ratio: 0.2
        encoder_layerdrop: 0.1
        dropout: 0.0
    specaug_config:
        apply_time_warp: true
        apply_freq_mask: false
        apply_time_mask: true
        time_mask_width_ratio_range:
        - 0
        - 0.06
        num_time_mask: 1
    roll_augment: false
    roll_interval: 16000
    use_weighted_representation: false
text_encoder: hugging_face_transformers
text_encoder_conf:
    input_size: 1
    model_name_or_path: bert-base-uncased
embedding_fusion: attention
embedding_fusion_conf:
    audio_dim: 1024
    text_dim: 768
    hidden_dim: 768
    output_dim: 768
decoder: linear
decoder_conf:
    pooling: mean
    dropout: 0.1
    pre_layer_norm: true
model: espnet
model_conf:
    classification_type: multi-class
    lsm_weight: 0.1
required:
- output_dir
- token_list
version: '202412'
distributed: false