espnet/

OpenBEATS-Large-Entailment-BERT

config: /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/exp/earlarge2.beatstunedv2/conf/ear_large/cle_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/cle_bert/cls_earlarge2.beatstunedv2
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:
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early_stopping_criterion:
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best_model_criterion:
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keep_nbest_models: 1
nbest_averaging_interval: 0
grad_clip: 1
grad_clip_type: 2.0
grad_noise: false
accum_grad: 1
no_forward_run: false
resume: true
train_dtype: float32
use_amp: false
log_interval: null
use_matplotlib: true
use_tensorboard: true
create_graph_in_tensorboard: false
use_wandb: true
wandb_project: audioverse
wandb_id: null
wandb_entity: shikhar
wandb_name: cle_bert.earlarge2.beatstunedv2
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:
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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/cle_bert/cls_stats_16k/train/speech_shape
- /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/exp/cle_bert/cls_stats_16k/train/label_shape
valid_shape_file:
- /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/exp/cle_bert/cls_stats_16k/valid/speech_shape
- /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/exp/cle_bert/cls_stats_16k/valid/label_shape
batch_type: folded
valid_batch_type: null
fold_length:
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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/cle_bert/development_cle/wav.scp
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    - sound
-   - /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/dump/cle_bert/development_cle/text
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-   - /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/dump/cle_bert/development_cle/hypothesis.txt
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-   - /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/dump/cle_bert/validation_cle/wav.scp
    - speech
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-   - /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/dump/cle_bert/validation_cle/text
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-   - /work/nvme/bbjs/sbharadwaj/espnet/egs2/audioverse/v1/dump/cle_bert/validation_cle/hypothesis.txt
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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:
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    weight_decay: 0.01
    betas:
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scheduler: cosineannealingwarmuprestarts
scheduler_conf:
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    max_lr: 0.0001
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lightning_conf: {}
token_list:
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- single
- ve
- building
- large
- population
- river
- named
- band
- white
- started
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- '15'
- '20'
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- '18'
- '2015'
- service
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- moved
- local
- times
- children
- february
- book
- why
- '11'
- door
- need
- president
- order
- final
- road
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- although
- due
- major
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- village
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- knew
- '2016'
- asked
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- wanted
- say
- '##p'
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- son
- served
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- '##en'
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- members
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- near
- park
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- '30'
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- '2005'
- '16'
- '##man'
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- hands
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- '14'
- put
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- country
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- told
- '13'
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- 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
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- using
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- couldn
- car
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- '24'
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- force
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- field
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- '2003'
- education
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- '##b'
- nothing
- worked
- others
- record
- big
- inside
- level
- anything
- continued
- give
- james
- '##3'
- military
- established
- non
- returned
- feel
- does
- title
- written
- thing
- feet
- william
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- 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
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- period
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- least
- total
- keep
- england
- wife
- program
- per
- brother
- mind
- special
- '22'
- '##le'
- am
- works
- soon
- '##6'
- political
- george
- services
- taken
- created
- '##7'
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- able
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- david
- union
- joined
- upon
- done
- important
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- information
- either
- '##ic'
- '##x'
- appeared
- position
- ground
- lead
- rock
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- '23'
- board
- france
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- course
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- site
- police
- girl
- instead
- real
- sound
- '##v'
- words
- moment
- '##te'
- someone
- '##8'
- summer
- project
- announced
- san
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- wrote
- past
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- '##5'
- blue
- founded
- al
- finally
- india
- taking
- records
- america
- '##ne'
- '1999'
- design
- considered
- northern
- god
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- battle
- toward
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- outside
- described
- track
- today
- playing
- language
- '28'
- call
- '26'
- heard
- professional
- low
- australia
- miles
- california
- win
- yet
- green
- '##ie'
- trying
- blood
- '##ton'
- southern
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- 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
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- 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
- beautiful
- 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
- plans
- '##ke'
- '##ni'
- shown
- pretty
- irish
- characters
- directly
- scene
- likely
- operated
- allow
- spring
- '##j'
- junior
- matches
- looks
- mike
- houses
- fellow
- '##tion'
- beach
- marriage
- '##ham'
- '##ive'
- rules
- 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
- closer
- fighting
- claimed
- score
- jones
- physical
- editor
- '##ous'
- filled
- genus
- specific
- sitting
- super
- mom
- '##va'
- therefore
- supported
- status
- fear
- cases
- store
- meaning
- wales
- minor
- spain
- tower
- focus
- vice
- frank
- follow
- parish
- separate
- golden
- horse
- fifth
- remaining
- branch
- '32'
- presented
- stared
- '##id'
- uses
- secret
- forms
- '##co'
- baseball
- exactly
- '##ck'
- choice
- note
- discovered
- travel
- composed
- truth
- russia
- ball
- color
- kiss
- dad
- wind
- continue
- 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
- ordered
- code
- value
- jewish
- windows
- '1944'
- safe
- judge
- whatever
- corps
- realized
- growing
- pre
- '##ga'
- cities
- alexander
- gaze
- lies
- spread
- scott
- letter
- showed
- situation
- mayor
- transport
- watching
- workers
- extended
- '##li'
- expression
- normal
- '##ment'
- chart
- multiple
- border
- '##ba'
- host
- '##ner'
- daily
- mrs
- walls
- piano
- '##ko'
- heat
- cannot
- '##ate'
- earned
- products
- drama
- era
- authority
- seasons
- join
- grade
- '##io'
- sign
- difficult
- machine
- '1963'
- territory
- mainly
- '##wood'
- stations
- squadron
- '1962'
- stepped
- iron
- 19th
- '##led'
- serve
- appear
- sky
- speak
- broken
- charge
- knowledge
- kilometres
- removed
- ships
- article
- campus
- simple
- '##ty'
- pushed
- britain
- '##ve'
- leaves
- recently
- cd
- soft
- boston
- latter
- easy
- acquired
- poland
- '##sa'
- quality
- officers
- presence
- planned
- nations
- mass
- broadcast
- jean
- share
- image
- influence
- wild
- offer
- emperor
- electric
- reading
- headed
- ability
- promoted
- yellow
- ministry
- '1942'
- throat
- smaller
- politician
- '##by'
- latin
- spoke
- cars
- williams
- males
- lack
- pop
- '80'
- '##ier'
- acting
- seeing
- consists
- '##ti'
- estate
- '1961'
- pressure
- johnson
- newspaper
- jr
- chris
- olympics
- online
- conditions
- beat
- elements
- walking
- 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
- households
- '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
- pieces
- 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
- alive
- '##za'
- letters
- concept
- conducted
- wearing
- happen
- bought
- becomes
- holy
- gets
- ocean
- defeat
- languages
- purchased
- coffee
- occurred
- titled
- '##q'
- declared
- applied
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- '##it'
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- leg
- laughed
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- surrounding
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- lifted
- pointed
- connected
- rome
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- taylor
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- yards
- entrance
- falls
- '##wa'
- calling
- '##ad'
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- yard
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- zone
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- '##que'
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- thirty
- '38'
- bodies
- moon
- '##ard'
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- register
- apart
- iran
- premier
- serves
- du
- unknown
- parties
- '##les'
- generation
- '##ff'
- continues
- quick
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- brigade
- quiet
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- impact
- weapons
- partner
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- '1938'
- '37'
- relations
- '##tor'
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- suffered
- '1936'
- wilson
- kids
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- '##age'
- '1918'
- seats
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- internet
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- '400'
- communities
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- thanks
- quarter
- reaching
- humans
- carry
- killing
- format
- kong
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- setting
- '75'
- architecture
- disease
- railroad
- inc
- possibly
- wish
- arthur
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- harry
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- density
- '##di'
- crowd
- illinois
- stomach
- tone
- unique
- reports
- anyway
- '##ir'
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- vehicle
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- dry
- drug
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- largely
- facility
- theme
- holds
- creation
- strange
- colonel
- '##mi'
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- bell
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- turns
- silent
- rail
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- independence
- combat
- shape
- write
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- finger
- oxford
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- fiction
- situated
- designated
- allowing
- distribution
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- '##est'
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- sport
- sixth
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- '##ze'
- en
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- handed
- twelve
- dress
- audience
- granted
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- '##well'
- spirit
- '##ated'
- noticed
- etc
- olympic
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- ranked
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- finals
- wave
- critics
- '##ee'
- phase
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- guns
- crown
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- roof
- '42'
- respectively
- clearly
- tongue
- marked
- circle
- fox
- korea
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- brian
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- inspired
- labour
- fc
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- neither
- trail
- claims
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- orders
- labor
- nose
- afraid
- identified
- intelligence
- calls
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- attacked
- passing
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- imperial
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- jason
- '39'
- sunday
- '48'
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- extra
- uncle
- message
- covers
- allows
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- materials
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- '##ji'
- '1930'
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- environmental
- confirmed
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- titles
- di
- performing
- difference
- acts
- attacks
- '##ov'
- existing
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- trains
- opposite
- pakistan
- '##pa'
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- bag
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- '1919'
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- '1933'
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- target
- ear
- explained
- rain
- composer
- injury
- apartment
- municipal
- educational
- occupied
- netherlands
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- billion
- constitution
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- '1914'
- maximum
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- opposition
- jose
- ontario
- bear
- core
- hills
- rolled
- ending
- drawn
- permanent
- fun
- '##tes'
- '##lla'
- lewis
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- chamber
- ryan
- '##way'
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- '1934'
- '##house'
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- '55'
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- '1917'
- snow
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- '##tic'
- orange
- '##ger'
- qualified
- interior
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- '41'
- greatest
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- bowl
- plus
- enter
- catch
- '##un'
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- '1929'
- speech
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- passenger
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- '##ant'
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- cm
- southeast
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- obtained
- portion
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- '##tte'
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- squad
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- philosophy
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- task
- entitled
- '##ay'
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- '52'
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- '43'
- methods
- '##ging'
- arrested
- otherwise
- cambridge
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- villages
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- worry
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- '1931'
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- waited
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- bird
- truck
- subsequent
- programme
- '##ol'
- ad
- '49'
- communist
- details
- faith
- sector
- patrick
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- laugh
- '##ss'
- controlled
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- origin
- fuel
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- '1927'
- '##ent'
- brief
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- address
- pool
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- planet
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- anne
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- '##tt'
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- '1922'
- wooden
- multi
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- poet
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- '46'
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- '1924'
- pulling
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- '##ak'
- '##ial'
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- containing
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- contained
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- wrestling
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- weekly
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- '1921'
- '##ai'
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- launch
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- '978'
- '##ring'
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- '1923'
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- stuff
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- expansion
- '1915'
- cat
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- architect
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- plane
- '1916'
- '##ron'
- map
- camera
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- metropolitan
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- ep
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- gene
- anger
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- dvd
- khan
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- chapel
- mill
- functions
- examples
- '##head'
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- '1910'
- turkey
- hits
- pocket
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- circuit
- 18th
- concerned
- attached
- journalist
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- journey
- converted
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- bands
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- aside
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- knight
- lap
- survey
- ma
- '##ow'
- noise
- billy
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- shooting
- guide
- bedroom
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- motor
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- giant
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- '150'
- scenes
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- solid
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- funds
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- consisted
- marie
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- sr
- kim
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- broad
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- establishment
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- neighborhood
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- ceremony
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- austria
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- certainly
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- '1913'
- victor
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- plate
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- surrounded
- '##ists'
- finishing
- blues
- tropical
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- concern
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- '##dy'
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- lawyer
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- '##ana'
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- items
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- colorado
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- '##worth'
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- '600'
- survived
- asks
- mental
- '##ide'
- '56'
- jake
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- ltd
- '1911'
- sri
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- '53'
- athletic
- loud
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- worried
- shadow
- transportation
- horses
- weapon
- arena
- importance
- users
- tim
- objects
- contributed
- dragon
- douglas
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- senator
- johnny
- jordan
- sisters
- engines
- flag
- investment
- samuel
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- capable
- clark
- row
- wheel
- refers
- session
- familiar
- biggest
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- hate
- maintained
- drove
- hamilton
- request
- expressed
- injured
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- tunnel
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- regarded
- joining
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- '##ea'
- '##ms'
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- mirror
- leads
- jimmy
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- impossible
- singapore
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- soldier
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- '##don'
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- inches
- '##ku'
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- grounds
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- reform
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- massive
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- burned
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- locked
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- '##mo'
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- universe
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- pack
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- '##pur'
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- '1908'
- coal
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- '##si'
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- palm
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- '59'
- luke
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- '##he'
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- partnership
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- '58'
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- indicated
- hero
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- '##ure'
- consisting
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- '##ara'
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- cycle
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- fifteen
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- '##ney'
- translated
- '##zed'
- lip
- arab
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- '##chi'
- shifted
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- sections
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- coat
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- feed
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- maintain
- knife
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- voted
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- finance
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- opinion
- translation
- manner
- ruled
- operate
- productions
- choose
- musician
- discovery
- confused
- tired
- separated
- stream
- techniques
- committed
- attend
- ranking
- kings
- throw
- passengers
- measure
- horror
- fan
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- sand
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- salt
- calm
- decade
- dam
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- runner
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- rush
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- greece
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- accused
- '1905'
- '##ini'
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- bruce
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- twin
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- '##ran'
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- ridge
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- carl
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- desert
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- ages
- terminal
- sequence
- borough
- '250'
- constituency
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- margaret
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- mode
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- ears
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- jan
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- '##ica'
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- andy
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- demon
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- earliest
- colony
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- '##ks'
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- visible
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- movements
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- eddie
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- ann
- voices
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- '66'
- harvard
- ceo
- 16th
- parliamentary
- indicate
- benefit
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- dublin
- louisiana
- '1902'
- '1901'
- patient
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- '1903'
- membership
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- element
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- rice
- '62'
- limit
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- makeup
- rating
- definitely
- collaboration
- obvious
- '##tan'
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- soil
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- '##lan'
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- shell
- shouldn
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- plain
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- organ
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- manufacturing
- adding
- relative
- kennedy
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- whilst
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- '72'
- heading
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- credited
- carlos
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- cable
- '##zi'
- marshall
- '##out'
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- '04'
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- '##gi'
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- designer
- disc
- grin
- seattle
- robin
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- atlanta
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- '##gate'
- praised
- las
- laughing
- satellite
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- '##sky'
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- factors
- deck
- poems
- norman
- '##water'
- stuck
- speaker
- rifle
- domain
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- '##her'
- dc
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- '01'
- reputation
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- 8th
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- script
- '##nce'
- leather
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- charlotte
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- tools
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- divisions
- fruit
- '##bs'
- laboratory
- nelson
- fantasy
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- rapid
- aunt
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- requirements
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- bone
- ukraine
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- column
- rough
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- broadway
- gathered
- concerns
- '##ek'
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- ty
- 12th
- snapped
- requires
- solar
- bones
- cavalry
- '##tta'
- iowa
- drinking
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- index
- franklin
- charity
- thompson
- stewart
- tip
- flash
- landscape
- friday
- enjoy
- singh
- poem
- listening
- '##back'
- eighth
- fred
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- adapted
- bomb
- ukrainian
- surgery
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- explosion
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- inspector
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- '##uta'
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- tiles
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- boulder
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- amended
- camden
- facial
- mollusk
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- descriptions
- yoga
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- '550'
- raises
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- '119'
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- reactor
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- oct
- tapes
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- '##gger'
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- protesters
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- '##iga'
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- '##mbo'
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- devotion
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- '##iff'
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- apprentice
- howe
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- aaa
- swimmer
- barber
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- erie
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- wipe
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- '##oda'
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- '1790'
- overwhelmed
- aerospace
- oaks
- '1795'
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- acknowledge
- recovering
- nolan
- ashe
- hurts
- geology
- fashioned
- disappearance
- farewell
- swollen
- shrug
- marquis
- wimbledon
- '124'
- rue
- '1792'
- commemorate
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- experiencing
- inevitable
- calcutta
- intel
- '##court'
- murderer
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- '280'
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- po
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- beans
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- '##wal'
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- accusations
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- scars
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- skeleton
- finalists
- vintage
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- orchestral
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- arches
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- basilica
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- goat
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- whereby
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- ricardo
- stripes
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- phi
- beaver
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- '##ams'
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- '##rade'
- '##nto'
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- turin
- '##wl'
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- lyric
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- lara
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- '##ience'
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- '##lk'
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- jewel
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- bees
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- miserable
- cassidy
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- robbery
- facto
- amos
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- resume
- tallest
- marvin
- ing
- pounded
- usd
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- '650'
- sophomore
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- '##zzi'
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- salisbury
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- '##ido'
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- '##anda'
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- '##lal'
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- tai
- wax
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- viewer
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- '##hine'
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- stares
- sh
- bangalore
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- jumps
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- '##rer'
- '##ema'
- scripts
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- chick
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- slogan
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- choral
- '##tead'
- rand
- retains
- bushes
- dane
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- courtesy
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- '##oth'
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- harp
- dillon
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- '##oro'
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- '##tics'
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- '##rid'
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- '##iard'
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- '##aan'
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- rupert
- '##jin'
- '##iss'
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- nassau
- '##dock'
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- '##haven'
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- '##tical'
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- '##ook'
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- '##uit'
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- tenants
- wires
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- '##rama'
- sasha
- pas
- clive
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- '131'
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- '##bilities'
- sonata
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- sixteenth
- chu
- planting
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- pretended
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- spat
- '##hua'
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- '##dad'
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- '##sted'
- '##qi'
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- '##nted'
- shone
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- '##ija'
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- '##liga'
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- mir
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- chevrolet
- thirteenth
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- '##ede'
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- currents
- basil
- '##kovic'
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- '##rica'
- mai
- '##aire'
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- '##shed'
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- '144'
- marilyn
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- clung
- bon
- neighbours
- sanctioned
- '##pie'
- mug
- '##stock'
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- '##mma'
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- '##ncies'
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- compulsory
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- '##graphic'
- '##elle'
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- '##inate'
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- '##rit'
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- saturn
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- '##xia'
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- jasper
- explosives
- packaging
- aluminium
- '##ttered'
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- spans
- assignments
- hereditary
- outlined
- originating
- sundays
- lad
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- greeting
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- '##dic'
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- avant
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- '##eum'
- '##force'
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- '##key'
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- '##hey'
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- '##yam'
- '##pping'
- '##hol'
- ja
- '##chan'
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- '##berger'
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- '##nier'
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- ducks
- '##fo'
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- '##lson'
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- '##baum'
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- '##mb'
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- posters
- grunted
- cesar
- tutor
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- gerry
- offerings
- byrne
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- ct
- incoming
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- rocking
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- avengers
- flared
- mankind
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- uttar
- loch
- nadia
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- '##hd'
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- '##has'
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- prophecy
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- '##bol'
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- referenced
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- '##iving'
- progression
- '##ddy'
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- '##far'
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- '##lav'
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- gorge
- dots
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- thickness
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- obligation
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- '137'
- fowler
- symmetry
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- '225'
- hears
- '##rai'
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- bowler
- '##lip'
- cigarettes
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- browne
- '##hos'
- '##tech'
- kyoto
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- hardened
- prostitution
- '152'
- fauna
- blankets
- claw
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- snarled
- butterflies
- recruits
- investigative
- coated
- healed
- '138'
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- xiii
- academics
- boone
- psychologist
- restless
- lahore
- stephens
- mba
- brendan
- foreigners
- printer
- '##pc'
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- explode
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- deed
- scratched
- dared
- '##pole'
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- '1780'
- okinawa
- proto
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- compelled
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- '##rist'
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- '##path'
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- '##vs'
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- julio
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- '##nton'
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- beasts
- cartridge
- mormon
- paternal
- probe
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- lump
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- '##rail'
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- scrap
- alternating
- justified
- reproductive
- nam
- seize
- descending
- secretariat
- kirby
- coupe
- grouped
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- panther
- sedan
- tapping
- '##18'
- lola
- cheer
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- '##eter'
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- '##fan'
- subordinate
- '##sdale'
- suzanne
- advertisement
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- '##lda'
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- luigi
- '##mans'
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- kira
- '##avia'
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- '##take'
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- rails
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- thy
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- awe
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- travelers
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- '##rb'
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- '##pass'
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- '##rey'
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- '##lian'
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- zeus
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- bamboo
- '##uchi'
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- posterior
- bowls
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- '##thi'
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- offence
- '##inas'
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- '##hale'
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- '##owski'
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- commandant
- radial
- '##kha'
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- vowels
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- ada
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- supper
- '##rth'
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- predator
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- cola
- '##boards'
- '##nah'
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- fourteenth
- '##ctive'
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- majors
- steelers
- clips
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- packers
- '##tile'
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- cracks
- fungi
- '##е'
- limb
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- '##ος'
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- '##nco'
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- '##moto'
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- readings
- nostrils
- treatise
- '##pace'
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- '1783'
- venezuelan
- je
- marguerite
- beirut
- takeover
- shareholders
- '##vent'
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- '##bbling'
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- '##ello'
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- '##tty'
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- clutch
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- '##nett'
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- '##ffed'
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- ankles
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- '##د'
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- pressures
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- '136'
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- monitors
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- tuition
- '##ии'
- vegetable
- '##mates'
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- '##ond'
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- '##cular'
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- '##ouse'
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- gig
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- '##pad'
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- '##cin'
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- '##lc'
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- '##bbed'
- '##quest'
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- '##life'
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- '##lius'
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- '##mos'
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- '##run'
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- '##qui'
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- deborah
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- '##rik'
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- '##nies'
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- olga
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- '##rew'
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- '##glass'
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- belarusian
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- '##forth'
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- logs
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- '##houses'
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- '##iano'
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- '##cas'
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- '##strom'
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- '##antly'
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- '##kos'
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- '##chel'
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- '##plate'
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- '##aru'
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- joanna
- louisa
- pacing
- '##lights'
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- '##written'
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- hu
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- '##eb'
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- '##lit'
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- '##ن'
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- '##right'
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- ions
- commentators
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- bloc
- '##vel'
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- pulp
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- '##ffe'
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- '##vn'
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- '340'
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- '##sto'
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- destined
- '##turing'
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- weary
- captained
- mans
- '##hawks'
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- thankfully
- '##16'
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- '##bahn'
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- '1787'
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- '##ovo'
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- paddy
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- '143'
- '##hic'
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- '##jar'
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- '##60'
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- '##ndi'
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- '##aga'
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- dir
- '##had'
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- ants
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- jaws
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- ked
- '##lent'
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- '1777'
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- '##19'
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- '##sd'
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- forged
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- '##uto'
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- '##ν'
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- '##cope'
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- '##ович'
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- '501'
- '##ulous'
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- northumberland
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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:
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    beats_config:
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    specaug_config:
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        time_mask_width_ratio_range:
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        num_time_mask: 1
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    roll_interval: 16000
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text_encoder: hugging_face_transformers
text_encoder_conf:
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embedding_fusion: attention
embedding_fusion_conf:
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    text_dim: 768
    hidden_dim: 512
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decoder: linear
decoder_conf:
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model: espnet
model_conf:
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    lsm_weight: 0.1
required:
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version: '202412'
distributed: false