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config: examples/aishell_demo/paraformer_s2/conf/train_asr_paraformer_sanm_50e_16d_2048_512_lfr6.yaml
print_config: false
log_level: INFO
dry_run: false
iterator_type: sequence
output_dir: /nfs/FunASR_results/paraformer/1m-1gpu/baseline_train_asr_paraformer_sanm_50e_16d_2048_512_lfr6_fbank_zh_char_local
ngpu: 1
seed: 0
num_workers: 16
num_att_plot: 3
dist_backend: nccl
dist_init_method: file:///nfs/FunASR_results/paraformer/1m-1gpu/baseline_train_asr_paraformer_sanm_50e_16d_2048_512_lfr6_fbank_zh_char_local/ddp_init
dist_world_size: 1
dist_rank: 0
local_rank: 0
dist_master_addr: null
dist_master_port: null
dist_launcher: null
multiprocessing_distributed: true
unused_parameters: true
sharded_ddp: false
cudnn_enabled: true
cudnn_benchmark: false
cudnn_deterministic: true
collect_stats: false
write_collected_feats: false
max_epoch: 20
patience: null
val_scheduler_criterion:
- valid
- acc
early_stopping_criterion:
- valid
- loss
- min
best_model_criterion:
- - valid
- acc
- max
keep_nbest_models: 5
nbest_averaging_interval: 0
grad_clip: 5
grad_clip_type: 2.0
grad_noise: false
accum_grad: 1
no_forward_run: false
resume: true
train_dtype: float32
use_amp: false
log_interval: 50
use_matplotlib: true
use_tensorboard: true
use_wandb: false
wandb_project: null
wandb_id: null
wandb_entity: null
wandb_name: null
wandb_model_log_interval: -1
detect_anomaly: false
pretrain_path: null
init_param:
- /nfs/init_model/paraformer_9k_bigmodel.pth
ignore_init_mismatch: false
freeze_param: []
num_iters_per_epoch: null
batch_size: 20
valid_batch_size: null
batch_bins: 1000
valid_batch_bins: null
train_shape_file:
- /nfs/dataset/data/asr_stats_fbank_zh_char/train/speech_shape
- /nfs/dataset/data/asr_stats_fbank_zh_char/train/text_shape.char
valid_shape_file:
- /nfs/dataset/data/asr_stats_fbank_zh_char/dev/speech_shape
- /nfs/dataset/data/asr_stats_fbank_zh_char/dev/text_shape.char
batch_type: length
valid_batch_type: null
fold_length:
- 512
- 150
sort_in_batch: descending
sort_batch: descending
multiple_iterator: false
chunk_length: 500
chunk_shift_ratio: 0.5
num_cache_chunks: 1024
train_data_file: /nfs/dataset/data/dump/fbank/train/ark_txt.scp
valid_data_file: /nfs/dataset/data/dump/fbank/dev/ark_txt.scp
train_data_path_and_name_and_type:
- - /nfs/dataset/data/dump/fbank/train/feats.scp
- speech
- kaldi_ark
- - /nfs/dataset/data/dump/fbank/train/text
- text
- text
valid_data_path_and_name_and_type:
- - /nfs/dataset/data/dump/fbank/dev/feats.scp
- speech
- kaldi_ark
- - /nfs/dataset/data/dump/fbank/dev/text
- text
- text
allow_variable_data_keys: false
max_cache_size: 0.0
max_cache_fd: 32
valid_max_cache_size: null
optim: adam
optim_conf:
lr: 0.0005
scheduler: warmuplr
scheduler_conf:
warmup_steps: 30000
use_pai: false
num_worker_count: 1
access_key_id: null
access_key_secret: null
endpoint: null
bucket_name: null
oss_bucket: null
token_list:
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- </s>
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- '?'
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- ▁foster
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- ▁foul
- ▁found
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- ▁fourth
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- ▁fox
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- ▁francisco
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- ▁franklin
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- ▁frederick
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- ▁fritters
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- ▁frog
- ▁from
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- ▁frontier
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- ▁frown
- ▁frozen
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- fu
- ▁fu
- ▁fuck
- ▁fuel
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- ▁fulfil
- ▁fulfill
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- ▁fullerton
- fully
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- fulness
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- ▁funding
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- ▁gain
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- ▁galaxy
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- ▁gallop
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- ▁gambling
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- ▁gan
- ▁gang
- ▁gao
- ▁gap
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- ▁gar
- ▁garage
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- ▁garden
- ▁gardens
- ▁garlic
- ▁garoupa
- ▁garrison
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- ▁gasoline
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- ▁gate
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- ▁gateway
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- ▁ge
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- ged
- ▁gee
- ▁geese
- ▁gem
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- ▁gen
- ▁gender
- ▁gene
- ▁general
- ▁generally
- ▁generate
- ▁generated
- ▁generating
- ▁generation
- ▁generator
- ▁generosity
- ▁generous
- ▁genetic
- ▁genius
- ▁gentle
- ▁gentleman
- ▁gentlemen
- ▁gently
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- ▁geographic
- ▁geography
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- ▁george
- ▁georgia
- ger
- ▁gerald
- ▁german
- ▁germany
- ▁gesture
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- ▁getting
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- gger
- gh
- ▁ghaut
- ▁ghee
- ▁ghost
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- ▁gi
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- ▁gibson
- gie
- ▁gift
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- ▁gigantic
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- ▁gilbert
- ▁gill
- gin
- ging
- ▁ginger
- ▁giordano
- ▁gird
- ▁girl
- ▁girlfriend
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- ▁giving
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- ▁glad
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- ▁glasses
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- ▁glide
- ▁glimmer
- ▁glimpse
- ▁glitter
- ▁global
- ▁globe
- ▁gloom
- ▁gloomy
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- ▁glory
- ▁gloss
- ▁glove
- ▁glow
- ▁glue
- gno
- go
- ▁go
- ▁goal
- ▁goalkeeper
- ▁goals
- ▁goat
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- ▁gohan
- ▁going
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- ▁golden
- ▁goldheart
- ▁golf
- ▁gombak
- ▁gone
- ▁gong
- ▁gonna
- ▁good
- ▁goodbye
- ▁goodness
- ▁google
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- ▁gordon
- ▁goreng
- ▁gorgeous
- ▁gospel
- ▁gossip
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- ▁gotta
- ▁gotten
- ▁gourmet
- ▁govern
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- ▁governor
- ▁govindasamy
- ▁gown
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- ▁grace
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- ▁grade
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- ▁graduate
- ▁graduation
- ▁graham
- ▁grain
- ▁gram
- ▁grammar
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- ▁grand
- ▁grandchildren
- ▁grandfather
- ▁grandma
- ▁grandmother
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- ▁grant
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- ▁grape
- graph
- ▁graph
- ▁graphic
- ▁grasp
- ▁grass
- ▁grassroots
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- ▁gratify
- ▁gratitude
- ▁grave
- ▁gravity
- ▁gray
- ▁great
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- ▁greatly
- ▁greece
- ▁greed
- ▁greek
- ▁green
- ▁greet
- ▁greeting
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- ▁gregory
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- ▁grew
- ▁grey
- ▁grid
- ▁grief
- ▁grievance
- ▁grieve
- ▁grill
- ▁grim
- ▁grin
- ▁grip
- ▁gro
- ▁groan
- ▁grocery
- ▁gross
- ground
- ▁ground
- ▁group
- ▁groups
- ▁grove
- ▁grow
- ▁growing
- ▁grown
- ▁growth
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- ▁guacamole
- ▁guan
- ▁guangzhou
- ▁guarantee
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- ▁guess
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- ▁guffawed
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- ▁gui
- ▁guidance
- ▁guide
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- ▁guilty
- ▁guinea
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- ▁gula
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- ▁gulped
- ▁gun
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- ▁gust
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- gy
- ▁gym
- ▁gymnast
- ▁gyoza
- ▁gyros
- ▁gyudon
- h
- ▁h
- ha
- ▁ha
- ▁habit
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- ▁hack
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- ▁hadn
- ▁hai
- ▁hail
- ▁hainanese
- ▁hair
- ▁haji
- ▁hak
- ▁hal
- ▁half
- ▁hall
- ▁halloween
- ▁halt
- ▁halwa
- ham
- ▁ham
- ▁hamilton
- ▁hammer
- ▁hampshire
- ▁hampton
- han
- ▁han
- hand
- ▁hand
- ▁handbag
- ▁handed
- ▁handful
- ▁handicap
- ▁handkerchief
- ▁handle
- ▁handling
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- ▁handsome
- ▁handy
- ▁hang
- ▁hanging
- ▁hannah
- ▁hanoi
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- ▁happening
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- ▁happier
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- ▁happily
- ▁happiness
- ▁happy
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- ▁har
- ▁harassment
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- ▁harbour
- ▁harbourfront
- ▁hard
- ▁harder
- ▁hardest
- ▁hardly
- ▁hardware
- ▁harm
- ▁harmony
- ▁harper
- ▁harriet
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- ▁hasn
- ▁haste
- ▁hastened
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- ▁hatch
- ▁hate
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- ▁hatred
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- ▁haven
- ▁having
- ▁haw
- ▁hawaii
- ▁hawk
- ▁hawker
- ▁hay
- ▁hazard
- ▁haze
- he
- ▁he
- head
- ▁head
- ▁headache
- ▁headed
- ▁headline
- ▁headphone
- ▁headquarters
- ▁heads
- ▁healing
- ▁health
- ▁healthcare
- ▁healthy
- ▁heap
- ▁hear
- ▁heard
- ▁hearing
- ▁heart
- hearted
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- ▁heat
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- ▁heavier
- ▁heavily
- ▁heavy
- ▁hebrew
- ▁hedge
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- ▁height
- hel
- ▁held
- ▁helen
- ▁helicopter
- ▁hell
- ▁hello
- ▁helmet
- ▁help
- ▁helped
- ▁helpful
- ▁helping
- ▁helpless
- ▁hemisphere
- hen
- ▁hence
- ▁henderson
- ▁heng
- ▁henri
- ▁henry
- her
- ▁her
- ▁herbal
- ▁here
- ▁hereafter
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- ▁hero
- ▁heroes
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- ▁hesitation
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- ▁hi
- ▁hiang
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- ▁hide
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- ▁high
- ▁higher
- ▁highest
- ▁highlight
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- ▁highway
- ▁hijau
- ▁hiked
- hill
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- ▁hillview
- ▁hilton
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- ▁himself
- ▁hinder
- ▁hindu
- ▁hint
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- ▁hire
- ▁hired
- ▁hiring
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- ▁historian
- ▁historic
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- ▁hitherto
- ▁hitting
- ▁hmm
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- ▁ho
- ▁hobby
- ▁hock
- ▁hoe
- ▁hokkien
- ▁hol
- hold
- ▁hold
- ▁holder
- ▁holding
- hole
- ▁hole
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- ▁holland
- ▁hollow
- ▁hollywood
- ▁holmes
- ▁holy
- ▁home
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- ▁homeschooled
- ▁hometown
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- ▁hon
- ▁honest
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- ▁hong
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- ▁hoo
- hood
- ▁hood
- ▁hook
- ▁hoon
- hop
- ▁hop
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- ▁hoping
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- ▁horace
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- ▁horizontal
- ▁hormone
- horn
- ▁horn
- ▁horrible
- ▁horrid
- ▁horror
- ▁horse
- ▁horses
- ▁hospital
- ▁hospitality
- ▁host
- ▁hostel
- ▁hostile
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- ▁hotel
- ▁hotels
- ▁hotline
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- ▁hougang
- ▁hour
- ▁hours
- house
- ▁house
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- ▁housekeeping
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- ▁houston
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- ▁however
- hu
- ▁hu
- hua
- ▁hua
- ▁huang
- ▁huat
- ▁huawei
- ▁hub
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- ▁hugh
- ▁huh
- ▁hui
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- ▁human
- ▁humanity
- ▁humans
- ▁humble
- ▁humiliation
- ▁humility
- ▁hummus
- ▁humor
- ▁humour
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- ▁hundred
- ▁hung
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- ▁hungry
- ▁hunt
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- ▁hurdle
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- ▁hurricane
- ▁hurried
- ▁hurry
- hurst
- ▁hurt
- ▁husband
- ▁hush
- ▁husky
- ▁hussein
- ▁hut
- ▁hwa
- ▁hwee
- hy
- ▁hy
- ▁hyatt
- ▁hybrid
- ▁hydro
- ▁hydrogen
- ▁hyper
- ▁hypno
- ▁hypothesis
- ▁hypothetical
- i
- ▁i
- ia
- iah
- ial
- ian
- ib
- ibility
- ▁ibis
- ible
- ▁ibrahim
- ic
- ica
- ical
- ically
- ice
- ▁ice
- ici
- ick
- ▁iconic
- id
- ide
- ▁idea
- ▁ideal
- ▁ideas
- ▁identical
- ▁identification
- ▁identified
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- ▁identities
- ▁identity
- ▁idiot
- ▁idle
- ▁idol
- ie
- ien
- ier
- ies
- if
- ▁if
- iff
- ification
- ified
- ifier
- ifies
- ify
- ifying
- ig
- ight
- ign
- ▁ignorance
- ▁ignorant
- ▁ignore
- ▁ignored
- ▁ignoring
- ik
- ika
- ▁ikan
- il
- ile
- ili
- ▁ill
- illa
- ille
- ▁illegal
- ▁illinois
- ▁illness
- ▁illusion
- ▁illustrate
- ▁illustration
- ily
- im
- ▁image
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- ▁imaginary
- ▁imagination
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- ▁imagined
- ▁imagining
- ▁imitate
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- ▁immortal
- ▁immune
- ▁immunity
- ▁imoni
- ▁imp
- ▁impact
- ▁impart
- ▁impatience
- ▁impatient
- ▁impeachment
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- ▁implant
- ▁implement
- ▁implementation
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- ▁implication
- ▁implicit
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- ▁implore
- ▁import
- ▁importance
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- ▁imposed
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- ▁impossible
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- ▁impressed
- ▁impression
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- ▁imprisonment
- ▁improper
- ▁improve
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- ▁improvement
- ▁improving
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- in
- ▁in
- ina
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- ▁inappropriate
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- ▁incapable
- ▁incense
- ▁incentive
- ▁incessant
- ▁inch
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- ▁include
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- ▁including
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- ▁income
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- ▁inconvenience
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- ▁incorrect
- ▁increase
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- ▁india
- ▁indian
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- ▁indication
- ▁indicator
- ▁indifference
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- ▁indignant
- ▁indignation
- ▁indirect
- ▁individual
- ▁individuals
- ▁indonesia
- ▁indoor
- ▁induce
- ▁indulge
- ▁industrial
- ▁industries
- ▁industry
- ine
- ▁inequality
- iness
- ▁inevitable
- ▁inevitably
- ▁infant
- ▁infection
- ▁inference
- ▁inferior
- ▁infinite
- ▁infinity
- ▁infirm
- ▁inflation
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- ▁inflicted
- ▁influence
- ▁influential
- ▁info
- ▁inform
- ▁information
- ▁informed
- ▁infrastructure
- ing
- ▁ingenious
- ▁ingredients
- ington
- ▁inhabit
- ▁inhabitants
- ▁inhale
- ▁inherent
- ▁inherit
- ini
- ▁initial
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- ▁initiative
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- ▁inject
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- ▁injury
- ▁injustice
- ▁inn
- ▁inner
- ▁innisfree
- ▁innocence
- ▁innocent
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- ▁innovation
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- ▁insert
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- ▁inspect
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- ▁inspired
- ▁inspiring
- ▁instagram
- ▁install
- ▁installation
- ▁installed
- ▁instance
- ▁instant
- ▁instantly
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- ▁instinct
- ▁instinctively
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- ▁instruct
- ▁instruction
- ▁instructions
- ▁instrument
- ▁insufficient
- ▁insult
- ▁insurance
- ▁integral
- ▁integrate
- ▁integrated
- ▁integration
- ▁integrity
- ▁intellect
- ▁intellectual
- ▁intelligence
- ▁intelligent
- ▁intend
- ▁intended
- ▁intense
- ▁intensity
- ▁intensive
- ▁intent
- ▁intention
- ▁intentional
- ▁inter
- ▁interact
- ▁interaction
- ▁intercourse
- interest
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- ▁interested
- ▁interesting
- ▁interests
- ▁interface
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- ▁interference
- ▁interior
- ▁intermediate
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- ▁international
- ▁internet
- ▁internship
- ▁interpret
- ▁interpretation
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- ▁interrupted
- ▁interval
- ▁intervene
- ▁intervention
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- ▁intimate
- ▁into
- ▁intolerable
- ▁intrigue
- ▁intrinsic
- ▁introduce
- ▁introduced
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- ▁introduction
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- ▁intuitive
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- ▁invalid
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- ▁inventory
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- ▁invoice
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- ▁involvement
- ▁involving
- io
- ion
- ious
- ▁iowa
- ip
- ▁ipad
- ▁iphone
- ir
- ira
- ▁iraq
- ▁ireland
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- ▁irish
- ▁iron
- ▁irregular
- ▁irrelevant
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- ▁irritate
- is
- ▁is
- ▁isaac
- ▁isabel
- isation
- ise
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- ish
- ▁ishak
- ising
- ▁iskandar
- ▁islamic
- ▁island
- ▁islands
- ism
- ▁isn
- ▁isolated
- ▁isolation
- ison
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- ▁israeli
- issa
- ▁issue
- ▁issued
- ▁issues
- ist
- ▁istana
- ▁istanbul
- istic
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- it
- ▁it
- ita
- ▁italian
- ▁italy
- itch
- ite
- ▁item
- ▁items
- ith
- iti
- ities
- ition
- ▁its
- ▁itself
- ity
- ium
- ius
- iv
- ive
- ivity
- ▁ivory
- ix
- iya
- iz
- ization
- ize
- ized
- izing
- izz
- j
- ▁j
- ja
- ▁ja
- ▁jaafar
- ▁jack
- ▁jacket
- ▁jackson
- ▁jacob
- ▁jai
- ▁jail
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- ▁jalan
- ▁jalebi
- ▁jalfrezi
- ▁jalil
- ▁jam
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- ▁james
- ▁jan
- ▁jane
- ▁january
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- ▁jar
- ▁jasmine
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- ▁java
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- ▁je
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- ▁jeff
- ▁jefferson
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- ▁jelly
- ▁jenkins
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- ▁jennifer
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- ▁jerk
- ▁jerry
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- n
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- ▁ni
- ▁niagara
- ▁nibong
- nic
- ▁nice
- ▁nicholas
- ▁nick
- ▁nickel
- ▁nicole
- ▁nicoll
- nie
- ▁niece
- ▁nigeria
- ▁night
- ▁nightclub
- ▁nightingale
- ▁nightmare
- ▁nikujaga
- ▁nine
- ▁nineteen
- ▁nineteenth
- ▁ninety
- ning
- ▁ninth
- ▁nixon
- 'no'
- ▁no
- ▁nobility
- ▁noble
- ▁nobody
- ▁nodded
- ▁noise
- ▁noisy
- ▁nomination
- ▁nominees
- ▁non
- ▁nonconcession
- ▁none
- ▁nonetheless
- ▁nonprofit
- ▁nonsense
- ▁noodle
- ▁noodles
- ▁noon
- ▁nor
- ▁normal
- ▁normally
- ▁norman
- ▁north
- ▁northeast
- ▁northern
- ▁northumberland
- ▁northwest
- ▁nose
- ▁not
- ▁note
- ▁notebook
- ▁notes
- ▁nothing
- ▁notice
- ▁noticed
- ▁noticing
- ▁notion
- ▁notorious
- ▁notwithstanding
- ▁nourish
- nova
- ▁novel
- ▁november
- ▁novena
- ▁now
- ▁nowadays
- ▁nowhere
- ▁npr
- nti
- nu
- ▁nu
- ▁nuclear
- ▁number
- ▁numbers
- ▁numerous
- ▁nurse
- ▁nursing
- ▁nurture
- ▁nut
- ▁nutrient
- ▁nutrition
- ny
- o
- ▁o
- ▁oak
- ▁oasis
- ▁oath
- ▁ob
- ▁obama
- ▁obedience
- ▁obedient
- ▁obesity
- ▁obey
- ▁object
- ▁objection
- ▁objective
- ▁objects
- ▁obligation
- ▁obliged
- ▁obscure
- ▁observation
- ▁observe
- ▁observed
- ▁observer
- ▁observing
- ▁obsessed
- ▁obstacle
- ▁obstinate
- ▁obstruct
- ▁obtain
- ▁obtained
- ▁obvious
- ▁obviously
- oc
- ▁occasion
- ▁occasional
- ▁occasionally
- ▁occupant
- ▁occupation
- ▁occupied
- ▁occupy
- ▁occur
- ▁occurred
- ▁occurrence
- ▁ocean
- ▁oceanfront
- och
- ▁ochazuke
- ock
- ▁octa
- ▁october
- od
- ▁odd
- of
- ▁of
- 'off'
- ▁off
- ▁offence
- ▁offender
- ▁offense
- ▁offensive
- ▁offer
- ▁offered
- ▁offering
- ▁offers
- ▁office
- ▁officer
- ▁officers
- ▁official
- ▁officials
- ▁offset
- ▁offspring
- ▁often
- og
- ographic
- ography
- oh
- ▁oh
- ▁ohio
- oid
- ▁oil
- ok
- ▁ok
- ▁okay
- ▁okinawa
- ▁oklahoma
- ▁okonomiyaki
- ol
- ola
- old
- ▁old
- ▁older
- ▁oldest
- ▁olive
- ▁oliver
- ▁olivia
- ological
- ologist
- ology
- ▁olympic
- om
- oma
- ▁omar
- ome
- ▁omni
- ▁omurice
- 'on'
- ▁on
- ona
- ▁once
- one
- ▁one
- ▁oneself
- ong
- ▁ong
- ▁ongoing
- onia
- ▁onigiri
- ▁onion
- ▁onions
- ▁online
- ▁only
- ▁ontario
- ▁onto
- oo
- ▁ooi
- ook
- oon
- op
- ▁op
- ▁open
- ▁opened
- ▁opening
- ▁opera
- ▁operate
- ▁operating
- ▁operation
- ▁operational
- ▁operations
- ▁operator
- ▁opinion
- opolis
- ▁oppo
- ▁opponent
- ▁opportunities
- ▁opportunity
- ▁oppose
- ▁opposed
- ▁opposite
- ▁opposition
- ▁opt
- ▁optimism
- ▁optimistic
- ▁optimize
- ▁option
- ▁options
- or
- ▁or
- ora
- ▁orange
- ▁orchard
- ▁orchestra
- ▁orchid
- ▁ordeal
- ▁order
- ▁ordered
- ▁orders
- ▁ordinance
- ▁ordinary
- ▁oregon
- ▁org
- ▁organ
- ▁organic
- ▁organisation
- ▁organise
- ▁organism
- ▁organization
- ▁organize
- ▁organized
- ▁oriental
- ▁orientation
- ▁origin
- ▁original
- ▁originally
- ▁orlando
- ▁orleans
- ▁ornament
- ▁orphan
- ▁orthodox
- ory
- os
- ▁oscar
- ose
- ▁osman
- ot
- oth
- ▁other
- ▁others
- ▁otherwise
- otoro
- ▁ottawa
- ▁otter
- ou
- ough
- ▁ought
- oun
- ▁ounce
- our
- ▁our
- ▁ourselves
- ous
- out
- ▁out
- ▁outbreak
- ▁outcome
- ▁outdoor
- ▁outfit
- ▁outlet
- ▁outline
- ▁outlook
- ▁outnumbered
- ▁output
- ▁outrage
- ▁outreach
- ▁outside
- ▁outstanding
- ▁outward
- ov
- ▁oven
- over
- ▁over
- ▁overall
- ▁overcharged
- ▁overcome
- ▁overhead
- ▁overlap
- ▁overlook
- ▁overlooked
- ▁overlooking
- ▁overnight
- ▁overseas
- ▁oversee
- ▁overthrow
- ▁overturn
- ▁overview
- ▁overwhelmed
- ▁overwhelming
- ow
- ▁owe
- ▁owing
- ▁owl
- ▁own
- ▁owner
- ▁owners
- ▁ownership
- ox
- ▁ox
- ▁oxford
- ▁oxygen
- oy
- ▁oyakodon
- ▁oyster
- p
- ▁p
- pa
- ▁pa
- ▁pace
- ▁pacific
- ▁pack
- ▁package
- ▁packaging
- ▁packed
- ▁packet
- ▁packing
- ▁pad
- ▁padang
- ▁paddled
- ▁pagar
- ▁page
- ▁pages
- ▁paid
- ▁pain
- ▁painful
- ▁paint
- ▁painted
- ▁painting
- ▁pair
- ▁pakistan
- ▁pakora
- ▁pal
- ▁palace
- ▁pale
- ▁palestinian
- ▁palm
- ▁pamper
- pan
- ▁pan
- ▁panama
- ▁pandan
- ▁pandemic
- ▁pandora
- ▁paneer
- ▁panel
- ▁pang
- ▁panggang
- ▁panic
- ▁panjang
- ▁pants
- ▁papa
- ▁papadum
- ▁paper
- ▁papers
- ▁papri
- ▁paprikas
- par
- ▁par
- ▁para
- ▁parade
- ▁paradise
- ▁paradox
- ▁paragraph
- ▁parallel
- ▁parameter
- ▁parcel
- ▁pardon
- ▁parent
- ▁parents
- ▁paris
- ▁parish
- ▁park
- ▁parking
- ▁parklane
- ▁parliament
- ▁parliamentary
- ▁parlour
- ▁parrot
- ▁part
- ▁partial
- ▁partially
- ▁participants
- ▁participate
- ▁participating
- ▁participation
- ▁particle
- ▁particular
- ▁particularly
- ▁parties
- ▁partisan
- ▁partly
- ▁partner
- ▁partners
- ▁partnership
- ▁parts
- ▁party
- ▁pasir
- ▁pass
- ▁passage
- ▁passed
- ▁passenger
- ▁passengers
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- ▁passing
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- ▁passionate
- ▁passport
- ▁password
- ▁past
- ▁pasta
- ▁paste
- ▁pastry
- ▁pat
- ▁patch
- ▁patent
- path
- ▁path
- ▁pathetic
- ▁pathway
- ▁patience
- ▁patient
- ▁patients
- ▁patio
- ▁patriarch
- ▁patricia
- ▁patrick
- ▁patriot
- ▁patrol
- ▁patron
- ▁pattaya
- ▁pattern
- ▁paul
- ▁pause
- ▁paused
- ▁pavement
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- ▁paw
- ▁pay
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- ▁paying
- ▁payment
- ▁payoh
- ▁paypal
- pe
- ▁pe
- ▁pea
- ▁peace
- ▁peaceful
- ▁peach
- ▁peak
- ▁peanut
- ▁pearl
- ▁peasant
- pec
- ▁peck
- ▁peculiar
- ped
- ▁pedestrian
- ▁peel
- ▁peep
- ▁peer
- ▁peers
- ▁pei
- pen
- ▁pen
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- ▁penalty
- ▁penang
- ▁pencil
- ▁pending
- ▁penetrate
- ▁peng
- ▁peninsula
- ▁pennefather
- ▁pennsylvania
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- ▁pension
- ▁penyet
- ▁people
- ▁pepper
- per
- ▁per
- ▁perceive
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- ▁percent
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- ▁perception
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- ▁percy
- ▁pereira
- ▁perfect
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- ▁perfectly
- ▁perform
- ▁performance
- ▁performed
- ▁performing
- ▁perfume
- ▁perhaps
- ▁peril
- period
- ▁period
- ▁perish
- ▁permanent
- ▁permission
- ▁permit
- ▁permitted
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- ▁persecution
- ▁persian
- ▁persist
- ▁persistent
- ▁person
- ▁personal
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- ▁personality
- personalized
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- ▁personnel
- ▁persons
- ▁perspective
- ▁persuade
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- ▁persuasion
- ▁perumal
- ▁pet
- ▁peter
- ▁petition
- ph
- ▁ph
- ▁phantom
- ▁pharma
- ▁pharmaceutical
- ▁phase
- ▁phenomena
- ▁phenomenon
- phi
- ▁phil
- ▁philadelphia
- ▁philip
- ▁philippine
- ▁phillips
- ▁philosopher
- ▁philosophical
- ▁philosophy
- pho
- ▁pho
- ▁phoenix
- phon
- ▁phone
- ▁photo
- ▁photograph
- ▁photos
- ▁phrase
- ▁phua
- ▁phuket
- phy
- ▁phyllis
- ▁physical
- ▁physically
- ▁physician
- ▁physicist
- ▁physics
- ▁physio
- pi
- ▁pi
- ▁piano
- ▁pic
- ▁pick
- ▁picked
- ▁picker
- ▁picking
- ▁pickle
- ▁picnic
- ▁picture
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- ▁picturesque
- ▁pie
- piece
- ▁piece
- ▁pieces
- ▁pier
- ▁pierce
- ▁pig
- ▁pigeon
- ▁pile
- ▁pilgrim
- ▁pill
- ▁pillai
- ▁pillar
- ▁pillow
- ▁pilot
- pin
- ▁pin
- ▁pinch
- ▁pine
- ▁pineapple
- ping
- ▁pink
- ▁pioneer
- ▁pipe
- ▁pipeline
- ▁pirate
- ▁pisang
- ▁pistol
- ▁pit
- ▁pitch
- ▁pitiful
- ▁pittsburgh
- ▁pity
- ▁pivot
- ▁pixel
- ▁pizza
- pl
- ▁pla
- place
- ▁place
- ▁placed
- ▁places
- ▁placing
- ▁plague
- ▁plain
- ▁plainly
- ▁plaintiff
- ▁plan
- ▁plane
- ▁planet
- ▁planned
- ▁planning
- ▁plans
- ▁plant
- ▁plants
- ▁plasma
- ▁plaster
- ▁plastic
- ▁plate
- ▁platform
- ▁plato
- play
- ▁play
- ▁played
- ▁player
- ▁players
- ▁playground
- ▁playing
- ▁plaza
- ple
- ▁plea
- ▁pleaded
- ▁pleasant
- ▁please
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- ▁pleasing
- ▁pleasure
- ▁pledge
- ▁plentiful
- ▁plenty
- ▁plot
- ▁plotted
- ▁plough
- ▁pluck
- ▁plug
- ▁plum
- ▁plunder
- ▁plunge
- ▁plus
- po
- ▁po
- ▁pocket
- ▁podcast
- ▁poem
- ▁poet
- ▁poetry
- ▁poh
- point
- ▁point
- ▁pointed
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- ▁poison
- ▁pok
- ▁polar
- ▁pole
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- ▁police
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- ▁policy
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- ▁polite
- ▁political
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- ▁politics
- ▁poll
- ▁pollution
- ▁polly
- ▁poly
- ▁polyclinic
- ▁polytechnic
- ▁pomp
- pon
- ▁pond
- ▁pont
- ▁pony
- ▁pool
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- ▁pop
- ▁pope
- ▁popiah
- ▁popular
- ▁popularity
- ▁population
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- ▁porch
- ▁pork
- ▁porridge
- port
- ▁port
- ▁portable
- ▁portfolio
- ▁portion
- ▁portland
- ▁portrait
- ▁portray
- ▁portugal
- ▁portuguese
- pos
- ▁pose
- ▁position
- ▁positive
- ▁possess
- ▁possessed
- ▁possession
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- ▁possibility
- ▁possible
- ▁possibly
- ▁post
- ▁posted
- ▁poster
- ▁postpone
- ▁pot
- ▁potato
- ▁potatoes
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- ▁potong
- ▁pouch
- ▁pound
- ▁pounds
- ▁pour
- ▁poured
- ▁poverty
- ▁powder
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- ▁pray
- ▁prayer
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- ▁preach
- ▁precaution
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- ▁precedent
- ▁preceding
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- ▁precision
- ▁predator
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- ▁premiere
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- ▁premium
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- ▁present
- ▁presentation
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- ▁preserve
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- ▁preserving
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- ▁president
- ▁presidential
- press
- ▁press
- ▁pressed
- ▁pressure
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- ▁presumption
- ▁pretend
- ▁pretty
- ▁pretzel
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- ▁pri
- ▁price
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- ▁pricing
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- ▁princess
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- print
- ▁print
- ▁printed
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- ▁printing
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- ▁probability
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- ▁proclaim
- ▁proclamation
- ▁procure
- ▁prodigy
- ▁produce
- ▁produced
- ▁producer
- ▁producing
- product
- ▁product
- ▁production
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- ▁products
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- ▁profession
- ▁professional
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- ▁programming
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- ▁propaganda
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- ▁property
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- ▁prophet
- ▁proportion
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- ▁proposition
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- ▁protection
- ▁protein
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- ▁protestant
- ▁protocol
- ▁prototype
- ▁proud
- prov
- ▁prove
- ▁proved
- ▁proven
- ▁proverb
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- ▁providence
- ▁provider
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- ▁prudent
- ps
- ▁psalm
- ▁psycho
- ▁psychological
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- pu
- ▁pu
- ▁pub
- ▁public
- ▁publication
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- ▁pulao
- ▁pull
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- ▁pulling
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- ▁pump
- ▁pumpkin
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- ▁punch
- ▁punggol
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- ▁puppy
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- ▁purchase
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- ▁puthucheary
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- py
- ▁pyramid
- q
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- ▁quaint
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- ▁quality
- ▁quantities
- ▁quantity
- ▁quantum
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- ▁quarrel
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- ▁quarter
- ▁quay
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- ▁quebec
- ▁quee
- ▁queen
- ▁queensland
- ▁queenstown
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- ▁quek
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- ▁quesadillas
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- ▁qui
- ▁quick
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- ▁quite
- ▁quiver
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- ▁quotation
- ▁quote
- ▁quoted
- r
- ▁r
- ra
- ▁ra
- ▁rabbi
- ▁rabbit
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- ▁race
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- ▁racist
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- ▁radio
- ▁raffles
- ▁rag
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- ▁rahim
- ▁rahman
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- ▁rail
- ▁railroad
- ▁railway
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- ▁rainbow
- ▁rainfall
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- ▁raise
- ▁raised
- ▁raising
- raj
- ▁raja
- ▁rajah
- ▁rajma
- ral
- ▁rally
- ▁ralph
- ram
- ▁ram
- ▁ramada
- ▁ramp
- ▁ramyeon
- ran
- ▁ran
- ▁ranch
- ▁random
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- range
- ▁range
- ▁ranggung
- ▁rank
- ▁ransom
- ▁rap
- ▁rapid
- ▁rapidly
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- ▁rarely
- ▁rash
- ▁rat
- ▁ratatouille
- rate
- ▁rate
- rated
- ▁rates
- ▁rather
- rating
- ▁rating
- ▁ratio
- ration
- ▁rational
- ▁rattle
- ▁ravioli
- ▁raw
- ray
- ▁ray
- ▁raymond
- rc
- rd
- re
- ▁re
- ▁reach
- ▁reached
- ▁reaching
- ▁react
- ▁reaction
- ▁read
- ▁reader
- ▁readily
- ▁reading
- ▁ready
- ▁real
- ▁realised
- ▁realistic
- ▁reality
- ▁realize
- ▁realized
- ▁really
- ▁reap
- ▁rear
- ▁reason
- ▁reasonable
- ▁reasonably
- ▁reasons
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- ▁rebecca
- ▁rebel
- ▁rebellion
- ▁rebuild
- ▁rec
- ▁recall
- ▁receipt
- ▁receive
- ▁received
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- ▁stone
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- ▁stove
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- ▁strawberry
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- ▁stream
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- ▁strip
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- ▁striving
- ▁stroganoff
- ▁stroke
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- ▁su
- ▁suan
- ▁sub
- ▁subdued
- ▁subject
- ▁sublime
- ▁submarine
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- ▁subordinate
- ▁subscribe
- ▁subscription
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- ▁substantial
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- ▁substitute
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- ▁suburban
- ▁subway
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- ▁suggestion
- ▁suggestions
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- ▁suicide
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- ▁suit
- ▁suitable
- ▁suite
- ▁suites
- ▁sukiyaki
- ▁sullen
- ▁sultan
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- ▁summary
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- ▁sunny
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- ▁sunset
- ▁sunshine
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- ▁supermarket
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- ▁surprise
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- ▁suspense
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- ▁sydney
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- ▁symbol
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- ▁synthetic
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- ▁syrup
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- ▁tail
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- ▁taiwan
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- ▁takikomi
- ▁taking
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- tal
- ▁talam
- ▁tale
- ▁talent
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- ▁tampines
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- ▁tanjong
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- ▁target
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- ▁tavern
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- ▁technical
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- ▁tekka
- ▁tekkadon
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- ▁telegram
- ▁telegraph
- ▁telephone
- ▁telescope
- ▁television
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- ▁telling
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- ▁telur
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- ▁teo
- ▁teochew
- ▁teow
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- ▁text
- ▁textbook
- ▁texture
- th
- ▁th
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- ▁thailand
- ▁tham
- ▁than
- ▁thanggam
- ▁thank
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- ▁thanks
- ▁thanksgiving
- ▁that
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- the
- ▁the
- ▁theater
- ▁theatre
- ▁their
- ▁them
- ▁themselves
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- ▁theory
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- ▁therapist
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- ▁thereafter
- ▁therefore
- ▁thermal
- ▁these
- ▁they
- ▁thick
- ▁thickness
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- ▁thin
- ▁thing
- ▁things
- think
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- ▁thirst
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- ▁thirtieth
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- ▁this
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- ▁thomas
- ▁thompson
- ▁thomson
- ▁thong
- ▁thorn
- ▁thorough
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- ▁those
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- ▁thread
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- ▁thrust
- ▁thumb
- ▁thunder
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- ▁thus
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- ▁ti
- ▁tian
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- ▁tick
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- ▁tidy
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- ▁tiger
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- ▁till
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- ▁timber
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- ▁tin
- ting
- ▁tiny
- tion
- ▁tiong
- ▁tip
- ▁tippett
- ▁tire
- ▁tired
- ▁tissot
- ▁tissue
- ▁titan
- ▁title
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- tle
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- ▁today
- ▁toddler
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- ▁tokyo
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- ▁tolerance
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- ▁tolerated
- ▁tom
- ▁tomato
- ▁tommy
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- ▁tone
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- ▁tongkang
- ▁tongue
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- ▁tonkatsu
- ▁too
- ▁took
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- ▁topic
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- ▁torch
- ▁torment
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- ▁toronto
- ▁torrent
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- ▁tortoise
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- ▁tough
- ▁tour
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- ▁tourist
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- ▁tournament
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- ▁towel
- ▁tower
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- ▁toyota
- ▁toys
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- ▁tra
- ▁trace
- ▁track
- ▁tracking
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- ▁tract
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- ▁trading
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- ▁traditional
- ▁traffic
- ▁tragedy
- ▁tragic
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- ▁transaction
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- ▁transcript
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- ▁trauma
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- ▁tremble
- ▁trembling
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- ▁trial
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- ▁trigger
- ▁trillion
- ▁trim
- ▁trinity
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- ▁tub
- ▁tube
- ▁tuck
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- ▁tunnel
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- ▁turnbull
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- ▁turtle
- ▁tutor
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- ▁twain
- ▁tweak
- ▁tweet
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- ▁twice
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- ▁twist
- ▁twitch
- ▁twitter
- ▁two
- ty
- ▁ty
- ▁type
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- ▁tyranny
- ▁tyrant
- ▁tyres
- tz
- u
- ▁u
- ual
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- ▁ubi
- uc
- uch
- uck
- ud
- ude
- udge
- ▁udon
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- uff
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- ▁ugly
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- ▁ukraine
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- ula
- ular
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- ▁umbrella
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- ▁unagi
- ▁unanimous
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- ▁uncomfortable
- ▁uncommon
- ▁uncon
- ▁unconscious
- ▁uncovered
- und
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- ▁unkind
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- urg
- ▁urge
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- ▁uthapam
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- val
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- ▁valentine
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- ▁visibility
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- <unk>
split_with_space: true
init: null
input_size: null
ctc_conf:
dropout_rate: 0.0
ctc_type: builtin
reduce: true
ignore_nan_grad: true
joint_net_conf: null
use_preprocessor: true
token_type: char
bpemodel: null
non_linguistic_symbols: null
cleaner: null
g2p: null
speech_volume_normalize: null
rir_scp: null
rir_apply_prob: 1.0
noise_scp: null
noise_apply_prob: 1.0
noise_db_range: '13_15'
frontend: wav_frontend
frontend_conf:
fs: 16000
window: hamming
n_mels: 80
frame_length: 25
frame_shift: 10
lfr_m: 7
lfr_n: 6
specaug: specaug_lfr
specaug_conf:
apply_time_warp: false
time_warp_window: 5
time_warp_mode: bicubic
apply_freq_mask: true
freq_mask_width_range:
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- 30
lfr_rate: 6
num_freq_mask: 1
apply_time_mask: true
time_mask_width_range:
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- 12
num_time_mask: 1
normalize: null
normalize_conf: {}
model: paraformer
model_conf:
ctc_weight: 0.0
lsm_weight: 0.1
length_normalized_loss: true
predictor_weight: 1.0
predictor_bias: 1
sampling_ratio: 0.75
preencoder: null
preencoder_conf: {}
encoder: sanm
encoder_conf:
output_size: 512
attention_heads: 4
linear_units: 2048
num_blocks: 50
dropout_rate: 0.1
positional_dropout_rate: 0.1
attention_dropout_rate: 0.1
input_layer: pe
pos_enc_class: SinusoidalPositionEncoder
normalize_before: true
kernel_size: 11
sanm_shfit: 0
selfattention_layer_type: sanm
postencoder: null
postencoder_conf: {}
decoder: paraformer_decoder_sanm
decoder_conf:
attention_heads: 4
linear_units: 2048
num_blocks: 16
dropout_rate: 0.1
positional_dropout_rate: 0.1
self_attention_dropout_rate: 0.1
src_attention_dropout_rate: 0.1
att_layer_num: 16
kernel_size: 11
sanm_shfit: 0
predictor: cif_predictor_v2
predictor_conf:
idim: 512
threshold: 1.0
l_order: 1
r_order: 1
tail_threshold: 0.45
gpu_id: 1
required:
- output_dir
- token_list
distributed: false
lang: "en-bpe"
version: '202211'