pyf98 / librispeech_100_transducer_conformer

config: conf/tuning/train_asr_transducer_conformer_e15_linear1024.yaml
print_config: false
log_level: INFO
dry_run: false
iterator_type: sequence
output_dir: exp/asr_train_asr_transducer_conformer_e15_linear1024_raw_en_bpe5000_sp
ngpu: 1
seed: 2022
num_workers: 8
num_att_plot: 3
dist_backend: nccl
dist_init_method: env://
dist_world_size: 4
dist_rank: 0
local_rank: 0
dist_master_addr: localhost
dist_master_port: 49429
dist_launcher: null
multiprocessing_distributed: true
unused_parameters: false
sharded_ddp: false
cudnn_enabled: true
cudnn_benchmark: false
cudnn_deterministic: true
collect_stats: false
write_collected_feats: false
max_epoch: 70
patience: null
val_scheduler_criterion:
- valid
- loss
early_stopping_criterion:
- valid
- loss
- min
best_model_criterion:
-   - valid
    - loss
    - min
keep_nbest_models: 10
nbest_averaging_interval: 0
grad_clip: 5.0
grad_clip_type: 2.0
grad_noise: false
accum_grad: 8
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: 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: []
ignore_init_mismatch: false
freeze_param: []
num_iters_per_epoch: null
batch_size: 20
valid_batch_size: null
batch_bins: 8000000
valid_batch_bins: null
train_shape_file:
- exp/asr_stats_raw_en_bpe5000_sp/train/speech_shape
- exp/asr_stats_raw_en_bpe5000_sp/train/text_shape.bpe
valid_shape_file:
- exp/asr_stats_raw_en_bpe5000_sp/valid/speech_shape
- exp/asr_stats_raw_en_bpe5000_sp/valid/text_shape.bpe
batch_type: numel
valid_batch_type: null
fold_length:
- 80000
- 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_path_and_name_and_type:
-   - dump/raw/train_clean_100_sp/wav.scp
    - speech
    - kaldi_ark
-   - dump/raw/train_clean_100_sp/text
    - text
    - text
valid_data_path_and_name_and_type:
-   - dump/raw/dev/wav.scp
    - speech
    - kaldi_ark
-   - dump/raw/dev/text
    - text
    - text
allow_variable_data_keys: false
max_cache_size: 0.0
max_cache_fd: 32
valid_max_cache_size: null
exclude_weight_decay: false
exclude_weight_decay_conf: {}
optim: adam
optim_conf:
    lr: 0.002
    weight_decay: 1.0e-06
scheduler: warmuplr
scheduler_conf:
    warmup_steps: 15000
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- ▁ENTIRELY
- ▁TEA
- ▁SOFT
- ▁QUICKLY
- ▁INFLUENCE
- ▁DINNER
- ▁FOOD
- ▁CHAPTER
- ▁YE
- ▁REACH
- ▁GETT
- ▁PAPER
- ▁GIVING
- ▁BEGINNING
- ▁SEND
- ▁FIGHT
- ▁SCENE
- ▁RUSH
- ▁PI
- ▁MARK
- ▁NA
- ▁BROKE
- ▁CLASS
- ▁BATTLE
- ▁EASY
- ▁GROUP
- BY
- ▁STOP
- ▁DIRECTION
- ▁BESIDE
- ▁MOR
- HAM
- UFF
- ▁WEST
- ▁OBLIG
- ▁COLOR
- ▁SINGLE
- ▁EASILY
- ▁PALE
- ▁ACTION
- ▁INTER
- ▁STRANGER
- ▁WI
- ▁CONVERSATION
- ▁BLOW
- ▁MARY
- ▁MU
- ▁TERRIBLE
- ▁THINKING
- ▁PULL
- ▁MOON
- AB
- ▁REP
- ▁ESPECIALLY
- ▁HEAVY
- ▁SICK
- ▁LUCK
- ▁TRAIN
- ▁GUN
- ▁GU
- ▁WAITING
- ▁TURNING
- ITIES
- ▁BREAD
- ▁BELONG
- ▁LOUD
- ▁REPORT
- ▁AMERICAN
- ▁JOURNEY
- ▁ANXIOUS
- ▁LIPS
- ▁KILLED
- IGHT
- GO
- ▁CONSIDER
- ▁PROBABLY
- ▁PALACE
- ▁HISTORY
- ▁LAKE
- ▁SHUT
- ▁SIMPLY
- WA
- ▁PAIN
- ▁HORSES
- ▁SEEING
- FULLY
- ▁EXPECTED
- ▁EVIL
- ▁BURN
- ▁SIMPLE
- ▁DIRECT
- IFIED
- HER
- ▁SLOWLY
- ▁LEG
- UGH
- ▁SAIL
- RIC
- ▁WISHED
- ▁RULE
- ▁LAD
- ▁MORAL
- ▁MOVE
- ▁FOLLOWING
- ▁SILVER
- ▁SEARCH
- ▁CHANGED
- ▁HANDSOME
- ▁COULDN
- ▁PASSION
- ▁HU
- ▁SMILED
- ▁STREAM
- ▁CONCERN
- ▁PRESENCE
- STER
- ▁CONTENT
- ▁BOARD
- ▁SHAPE
- ▁DECIDED
- ▁MARRY
- ▁PERFECT
- ▁STEPS
- ▁CLOSED
- ABLY
- DEN
- ▁WEAK
- ▁SUFFICIENT
- ▁SHADOW
- ▁EXPECT
- ▁SPOT
- ▁DUTY
- ▁SPEAKING
- ▁BESIDES
- ▁FIELD
- ▁ROLL
- ▁TRYING
- ▁EAR
- ▁VER
- ▁MARRIAGE
- ▁SHOT
- ▁SLAVE
- ▁MILL
- ▁NATION
- ▁NECK
- ▁ARRIVED
- ▁TALL
- ▁GRACE
- LIN
- ▁FORTY
- ▁BROAD
- ▁SUMMER
- ▁COUSIN
- ▁BEGIN
- ▁CATCH
- ▁FO
- ▁PE
- ▁MEANT
- ▁THIN
- IO
- ▁GROW
- ▁TRO
- ▁NOTICE
- ▁CRY
- ▁FISH
- ▁COM
- ▁DEGREE
- ▁HONOUR
- ▁UNDERSTOOD
- ▁SHOP
- ▁TRUST
- ▁CONDITION
- ▁FARM
- IZ
- ▁SUDDEN
- ▁SUCCESS
- ▁SURPRISE
- ORS
- ▁THOUGHTS
- UND
- ▁ALLOWED
- ITE
- ▁NARROW
- ▁GLASS
- ▁SERIOUS
- ▁STICK
- ▁GAME
- ▁SPENT
- ▁SELL
- ▁GRA
- ▁LOWER
- ▁RAISED
- ▁PIN
- ▁ALLOW
- ▁CALM
- FT
- ▁L
- ▁PU
- ▁FIT
- ACH
- ▁SUFFER
- ▁LEGS
- ▁SUPPORT
- ▁FRANCE
- ▁LATTER
- OV
- ▁TASTE
- ▁GATE
- ▁INSTANT
- ▁MINUTE
- ▁OFFER
- ▁GREATER
- ▁PORT
- ILL
- ▁INDIVIDUAL
- ▁AUNT
- ▁EAST
- ▁ADVANTAGE
- ▁FASHION
- ▁SWORD
- ▁TWELVE
- ▁HONOR
- ▁MOVEMENT
- ▁ISLAND
- ACK
- ▁WOODS
- NCH
- ▁PLEASED
- ▁ENEMY
- ▁RAIN
- ▁VARIOUS
- ▁OBSERVED
- ▁LADIES
- ▁BELIEVED
- ▁CAST
- ▁RISE
- ▁BALL
- ▁MONTHS
- ICE
- ▁MURDER
- ▁CONDUCT
- ▁SOCIAL
- ▁TENDER
- ▁LEARNED
- ▁FRA
- ▁FIRM
- CLOCK
- ▁PREVENT
- ▁RING
- LIE
- ▁GOLDEN
- ▁DECLARED
- ▁BUILDING
- ▁WRITE
- ▁ATTEND
- ▁CARRIAGE
- ▁SITUATION
- IDE
- ▁NOBLE
- ▁HUNG
- ▁RUNN
- ▁YELLOW
- ▁KNOWLEDGE
- ▁YORK
- ▁PUSH
- ▁LEAVING
- ▁POST
- ▁CIRCUMSTANCES
- ▁SEEK
- ▁FINALLY
- ▁MAIN
- ▁LETTERS
- ▁POL
- ▁ADD
- FE
- ▁ANCIENT
- ▁MARCH
- ▁WINE
- ▁STATES
- ▁WALLS
- ▁PRISONER
- ▁ISABEL
- ▁TEMPER
- ▁JUDGE
- ▁FAINT
- ▁POND
- ▁GRASS
- ▁FAM
- OUT
- ▁LAUGH
- ▁GRAY
- IGN
- ▁ESCAPE
- ▁KILL
- ▁PRAY
- ▁COMES
- ▁ABSOLUTE
- ▁BLIND
- ▁WIN
- ▁HOST
- ▁MERELY
- ▁RID
- ▁EVERYBODY
- ▁MATERIAL
- ▁STRETCH
- ▁DUE
- ▁ROW
- ▁TIN
- ▁PROMISE
- ▁LISTEN
- ▁WALKING
- ▁COMPANION
- ▁INDIAN
- ▁BREAK
- ▁BENEATH
- ▁RUIN
- ▁EDGE
- ▁WOR
- ▁FORMER
- ▁WORSE
- ▁EVIDENTLY
- ▁HARM
- ▁CENT
- ▁PIECE
- ▁LOT
- ▁PRESIDENT
- ▁SPECIAL
- ▁LABOR
- ▁HEALTH
- GA
- ▁PLACES
- ▁BEN
- ▁SOMEWHAT
- ▁DROPPED
- ▁AFFECTION
- ▁EXACTLY
- ▁DARKNESS
- ▁FALLEN
- ▁DRESSED
- ▁BILLY
- ▁ACCEPT
- ▁FL
- ▁HOT
- ▁REPEATED
- ▁MEETING
- PA
- ▁PERIOD
- ▁HONEST
- ▁INSTANCE
- ▁FLA
- ▁PASSAGE
- ▁NE
- ▁POSSESSION
- ▁WEAR
- ▁PEACE
- ▁COAT
- ▁HOUSES
- ▁MOUNTAINS
- ▁FIFTEEN
- ▁WELCOME
- ▁YARD
- ▁PROPER
- ▁MUS
- ADE
- ▁RECEIVE
- ▁SKIN
- ▁GROWN
- ▁AFTERWARDS
- ANG
- ▁DA
- ▁DIFFICULT
- ▁PERSONS
- ▁ACCORDING
- ▁FARMER
- ▁SPEECH
- ▁IMPORTANT
- PAR
- ▁PERFECTLY
- ▁MIN
- ▁CONSIDERED
- ▁NU
- ▁DEPEND
- ▁MORROW
- ▁MOUNT
- ▁KISS
- ▁LYING
- ▁SUFFERING
- ▁EXIST
- ERY
- OOK
- BA
- ▁PAINT
- AH
- ▁CAT
- ▁PURE
- ▁WISE
- ▁PRIVATE
- ▁REBECCA
- ▁VESSEL
- ▁CLEAN
- ▁GENTLEMEN
- ▁IRON
- ▁STORE
- ▁FUR
- ▁INDIANS
- ▁LOSE
- ▁BATH
- ▁NEWS
- ▁CHI
- ▁FA
- ▁CHARGE
- ▁PRIEST
- ▁WRITTEN
- ▁FORGOTTEN
- ▁TRAIL
- ▁CLOTHES
- ▁ALIVE
- ▁SUB
- ▁REPLY
- ▁THROW
- ▁AB
- ▁SOLDIERS
- ▁ISN
- ▁COTTAGE
- ▁COURAGE
- ▁CONTAIN
- ▁BUILT
- ▁PAID
- ▁HUNT
- ▁CASTLE
- HOOK
- ▁MERE
- GGED
- ▁NI
- ▁UNC
- ▁PREPARED
- ▁BARE
- ▁SMILING
- ▁SPREAD
- ▁WEATHER
- ▁EDWARD
- ▁GERMAN
- ▁CURIOUS
- ▁SERVANT
- ▁DISCOVERED
- ▁TRAVEL
- EY
- ▁DANCE
- ▁PEN
- BR
- GEN
- ▁BREAKFAST
- ▁CHAMBER
- ▁WILLIAM
- ▁TERROR
- ▁SPITE
- ▁TIRED
- ▁LOCK
- ▁CONSIDERABLE
- TLE
- ▁MANAG
- ▁DRY
- ▁FINISHED
- ▁MILLION
- ▁FRE
- ▁MIS
- ▁PASSING
- ▁DRAW
- ▁BON
- ▁VA
- ▁VEN
- ▁MAKES
- ▁VAIN
- ▁BOTTOM
- ▁DRINK
- ▁FUTURE
- ▁RACHEL
- ▁SORROW
- ▁SIXTEEN
- ▁KNIT
- ▁PROUD
- WI
- ▁TOBY
- ▁NOISE
- ▁SLIGHT
- ▁PROCEED
- ▁FER
- ▁COVER
- ▁DRAWING
- ▁FAVOR
- ▁CATHERINE
- ▁NEWSPAPER
- ▁NOBODY
- ▁ROOF
- ▁WEALTH
- ▁PROVE
- ▁DRAWN
- TTED
- OKE
- ▁DETERMINED
- ▁DOG
- ▁REMEMBERED
- ▁OPENING
- ▁FLOWERS
- ▁GENTLE
- ▁KNIGHT
- ▁RECOVER
- ▁DESERT
- ▁MOTION
- ▁NICE
- ▁INTENTION
- ▁GROWING
- ▁CLOUD
- ▁MONTH
- HOOD
- ▁POT
- UDE
- ▁PLANT
- ▁MAD
- ▁ENJOY
- ▁FAT
- ▁COR
- ▁KNOWING
- ▁IDEAS
- IZED
- ▁CHEEK
- ▁EUROPE
- ▁KNOCK
- ▁ALARM
- ▁TONGUE
- ▁SPACE
- ▁PATSY
- ▁MISTRESS
- ▁HENRY
- ▁JERRY
- ▁LIKED
- ▁PLAYED
- ▁BOOKS
- ▁MODER
- ▁CORN
- ▁ELIZABETH
- ▁CLUB
- ▁BRAIN
- ▁TROOP
- ▁COOK
- ▁DU
- ▁FUN
- DAY
- ▁QUA
- ▁FLOW
- ▁DARE
- ▁DELIGHT
- ▁WOUND
- ▁DESCEND
- ▁EVERYWHERE
- ▁FRIGHTENED
- ▁GEORGE
- ▁PECULIAR
- ▁MACHINE
- ▁PATIENT
- ▁MEADOW
- ▁PEASANT
- ▁BURST
- ▁ORDINAR
- ▁SONG
- ▁BRAVE
- ▁EXISTENCE
- ▁LUCY
- ▁J
- ▁CAREFULLY
- ▁PRESENTLY
- ▁GEN
- ▁COW
- LLY
- ▁PROMISED
- UOUS
- ▁LIFTED
- ▁MEANING
- ALL
- ▁FAIL
- NER
- ▁REGULAR
- ▁VIRTUE
- ▁STUDY
- ▁PROTECT
- ▁FOND
- ▁FANCY
- ▁STOCK
- ▁KEY
- ▁JUSTICE
- ▁PACK
- LET
- ▁AFFAIRS
- ▁DIFFICULTY
- ▁WORE
- ▁COST
- ▁HEAT
- ▁SHOULDER
- ▁OFFERED
- ▁MISTAKE
- ▁DOLLARS
- ▁LOOKS
- QUA
- ▁BREAST
- ▁PRINCIPLE
- ▁CHARLES
- ▁TEETH
- ▁OCCUPIED
- ▁DROP
- ▁PAPA
- ▁SHEEP
- ▁KNOWS
- ▁DECK
- ▁BORE
- ▁EXC
- ▁SURPRISED
- ▁STATION
- ▁PL
- ▁PR
- ▁OURSELVES
- ▁SYMPATHY
- ▁RUTH
- ▁EXCITED
- ▁CONTROL
- ▁ANGRY
- ▁IMAGINATION
- ▁WITNESS
- ▁HOLDING
- THER
- DA
- ▁TRADE
- ▁CREATURE
- ▁SISTERS
- ▁JOIN
- LAS
- ▁ALTOGETHER
- ▁CIVIL
- ▁EMPTY
- ▁LEAP
- ▁HURT
- ▁BOLD
- ▁TASK
- ▁POLICE
- ▁DRAGON
- ▁MAID
- ▁CLAIM
- ▁SHAME
- ▁PHYSICAL
- ▁CONC
- ▁SEIZED
- ▁OB
- ▁LIVES
- ▁HEIGHT
- ▁GI
- ▁PAL
- ▁CHARMING
- ▁FEELINGS
- ▁SERVANTS
- ▁DELIVER
- ▁FRUIT
- ▁SATISFIED
- ▁STRUGGLE
- ▁WROTE
- ▁CONCEAL
- ▁MOVING
- ▁FLASH
- ▁OPPOSITE
- ▁HURRY
- ▁ROUGH
- ▁PRICE
- ▁AWFUL
- ▁SAND
- ▁SLIPP
- ▁SHOWN
- ▁SPRA
- ▁AGREED
- ▁FIXED
- ▁PERCEIVED
- ▁UPPER
- ▁FINGER
- ▁FINGERS
- ▁EAGER
- LF
- ▁EARS
- LIGHT
- ▁IMAGINE
- ▁LIKELY
- ▁COAST
- ▁UNITED
- ▁VAN
- ▁EXPLAINED
- ▁TELLING
- ▁DANGEROUS
- ▁DICK
- ▁COOL
- ▁CAL
- ▁INSIST
- BI
- ▁SECURE
- ▁HILLS
- ▁SAN
- ▁CHEER
- ▁FILL
- ▁BUY
- ZA
- HI
- ▁CLOTH
- ▁POSSESSED
- ▁ADVANCE
- ▁METHOD
- ATIVE
- ▁GREATLY
- ▁SMOKE
- ▁HIGHER
- ▁COMPANIONS
- ▁ANIMALS
- ▁GALL
- ▁QUIETLY
- ▁TRAVELL
- ▁RESOLVED
- ▁FLEW
- ▁CARLYLE
- ▁MEMORY
- ▁RESIST
- ▁GRAHAM
- ▁LAUGHING
- ▁FAITH
- ▁BIRD
- CRI
- ▁LEAVES
- ▁AMERICA
- ▁DEMAND
- BOARD
- ▁AWAKE
- ▁CURIOSITY
- ▁LANGUAGE
- ▁VIOLENT
- ▁AWARE
- ▁DOUBLE
- ▁LOOSE
- LIKE
- ▁ADAM
- ▁RISING
- ▁HOTEL
- ▁BAND
- ▁ENGAGED
- ▁HEADS
- ▁LOG
- ▁FORMED
- ▁WINDOWS
- ▁PREFER
- RUS
- ▁THROWN
- ▁ARCH
- ▁PAUSE
- ▁SERVE
- KIN
- ▁FALLING
- ▁VO
- ▁WHISPERED
- ▁POWERFUL
- ▁ER
- ▁DEPART
- ▁CRUEL
- ▁EXAMPLE
- ▁SMOOTH
- ▁INTRODUC
- ▁RELIGION
- ▁SEVENTEEN
- ▁ABSENCE
- ▁PRINT
- ▁SHINING
- ▁ICE
- ▁POET
- ▁DREADFUL
- ▁REQUIRED
- ▁ORIGINAL
- ▁POINTED
- ▁INSIDE
- ▁BROTHERS
- ▁PRODUCED
- ▁SPOKEN
- ▁CREATURES
- ▁FLY
- ▁TOM
- ▁PURSU
- ▁SYSTEM
- ▁EXCELLENT
- ▁EXCITEMENT
- ▁MIDDLE
- ▁FALSE
- ▁REGRET
- ▁RAY
- ▁PHYSICIAN
- ▁COP
- ▁VALUE
- ▁TOUCHED
- ▁FLAT
- ▁OAK
- ▁SUM
- ▁LOSS
- ▁PAPERS
- ▁STEPP
- ▁REVER
- ▁SHADE
- SOME
- ▁LISTENED
- ▁N
- ▁DISCOVER
- ▁BITTER
- TERN
- ▁HOLE
- ▁ADVANCED
- ▁PICK
- ARTAGNAN
- ▁CORPORAL
- ▁ASLEEP
- ▁TEMPLE
- ▁INDICAT
- IUM
- ▁FARTHER
- ▁EXCUSE
- ▁FLU
- ▁NOSE
- ▁SIXTY
- ▁SUPPOSED
- ▁PROVED
- ▁RATE
- ▁SHOULDERS
- ▁AFFAIR
- ▁FIELDS
- ▁REMARKED
- AVE
- ▁WEEKS
- ▁ESTABLISH
- ▁PARIS
- ▁ADMIT
- ▁NEIGHBOR
- ▁ATTRACT
- ▁CUSTOM
- ▁DISTINGUISH
- ▁SURFACE
- ▁COUPLE
- ▁DEVIL
- ▁LIMIT
- ▁ROYAL
- ▁FOOL
- ▁RARE
- ▁PRIDE
- ▁PROFESSOR
- ▁SAKE
- ▁DALE
- ▁VAST
- ▁REFUSED
- ▁FAILED
- ▁BAG
- ▁ROB
- ▁WASH
- ▁FAIRY
- ▁FREQUENT
- ▁MARILLA
- ▁PROGRESS
- ▁RELIEF
- ▁DROVE
- ▁DOZEN
- ▁AHEAD
- ▁ADVENTURE
- ▁GRANT
- ▁PRIM
- ▁MENTAL
- ▁PAIR
- ▁IMPRESSION
- ▁WOUNDED
- ▁FULLY
- ▁DISAPPEARED
- ▁MILE
- ▁DRIVE
- ▁MUD
- ▁SIZE
- ▁ANIMAL
- ZE
- ▁GRE
- ▁REPRESENT
- ▁ACQUAINTANCE
- ▁INSTRUMENT
- ▁SPLENDID
- ▁UNKNOWN
- ▁CORONEL
- ▁EMPEROR
- ▁EARNEST
- ▁EXTEND
- ▁BRIEF
- ▁RENDER
- ▁PARENTS
- ▁GENTLY
- ▁CALLING
- ▁TRIBE
- ▁CHRISTIAN
- ▁INTERESTING
- ▁LAMP
- ▁JIMM
- ▁DIV
- ▁LOVER
- UCH
- ▁HID
- ▁NEEDED
- ▁ORDERED
- ▁MEAL
- ▁SLOW
- ▁DAM
- ▁CLOUDS
- ▁DAN
- ▁GAR
- ▁EXPLAIN
- ▁QUI
- ▁CLIMB
- ▁HURRIED
- ▁MURMUR
- ▁SWIFT
- ▁ARTHUR
- ▁JEFF
- ▁KINGDOM
- ▁MESSAGE
- ▁PROTEST
- ▁ORGAN
- ▁RISK
- ▁FORGIVE
- ▁OCCURRED
- ▁PEARL
- ▁ODD
- ▁INFORMATION
- ▁BUSY
- ▁TRI
- ▁LACK
- ▁BAY
- ▁FLEET
- ▁CROWN
- ▁WAITED
- ▁BIRDS
- ▁PITY
- ▁SUCCEEDED
- ▁INFORMED
- ▁WISHES
- ▁DIRECTLY
- ▁CABIN
- ▁AUGUST
- ▁COUNTENANCE
- ▁HORROR
- ▁PHILIP
- ▁POPULAR
- ▁PREVIOUS
- ▁CONTRARY
- ▁ARTICLE
- ▁DIFFERENCE
- ▁HIDDEN
- ▁HUGE
- ▁AUTHORITY
- ▁POUND
- ▁JUMP
- ▁SPI
- ▁SHAKE
- ▁EVENTS
- ▁FRO
- ▁LEAN
- ▁CRO
- ▁TRIM
- ▁SHARE
- ▁FISHER
- ▁SETTLED
- ▁QUESTIONS
- ▁SI
- ▁VAL
- ▁APPROACHED
- ▁SUGGESTED
- ▁CONTINU
- ▁PERFORM
- ▁ACKNOWLEDG
- ▁CLIFF
- ▁COLONEL
- ▁GHOST
- ▁MAJESTY
- ▁EMOTION
- ▁SUPPER
- ▁DISTANT
- ▁INTERESTED
- ▁JACK
- ▁HUM
- ▁TRAMP
- ▁BRI
- ▁POUR
- ▁SHIPS
- ▁CHAIN
- ▁DY
- ▁RANK
- ▁MATTERS
- ▁LOVELY
- AW
- ▁PAT
- ▁WORKING
- ▁CONSEIL
- ▁EVIDENCE
- ▁MERCHANT
- ▁SOLEMN
- ▁CONSTANT
- ▁MINISTER
- ▁OFFICIAL
- ▁SENTIMENT
- ▁CENTURY
- ▁DELAY
- ▁JAMES
- ▁MATCH
- ▁FOREIGN
- ▁AROSE
- ▁BEAST
- ▁BAB
- ▁WIT
- ▁REMARKABLE
- ▁THOR
- ▁COMPAR
- ▁MAL
- ▁NEARER
- ▁FOURTH
- ▁GREY
- ▁MENTION
- ▁RUBB
- ▁CHARM
- ▁BARON
- ▁DESIRED
- SCAR
- ▁HOPED
- ▁TEACHER
- ▁MON
- ITCH
- BEL
- ▁PARTS
- ▁EIGHTY
- LAC
- GGING
- ▁REFLECT
- ▁COLLECT
- ▁BULL
- ▁CONSCIOUS
- ▁MOMENTS
- ▁DISTURB
- ▁COLLEGE
- ▁EGGS
- ▁STUPID
- ▁YESTERDAY
- ▁EXAMINE
- ▁FAULT
- ▁DEPTH
- ▁ROOT
- ▁MOUSE
- ▁SOUGHT
- ▁TURTLE
- ▁NATIVE
- ▁CRACK
- ▁SOLD
- ▁INVIT
- ▁PICKED
- ▁CEASED
- ▁HEARING
- ▁MIDS
- ▁PLAYING
- ▁STAGE
- ▁UNTO
- ▁GAIN
- ▁MIST
- ▁ORDERS
- ▁KNEES
- ▁TALE
- ▁DISTINCT
- ▁BENT
- ▁DESPAIR
- ▁TRIUMPH
- ▁SQUARE
- ▁THROAT
- ▁BOUGHT
- ▁PERMIT
- ▁SPEND
- ▁TRIP
- ▁THREATEN
- ▁ROME
- INESS
- ▁EXPOS
- GON
- ▁WRITING
- ▁INCREASED
- ▁PORTION
- ▁TENT
- IUS
- ▁YO
- ▁INTENDED
- ▁NAMED
- RATION
- ▁NOTIC
- ▁PIPE
- ▁WILLING
- ▁INSTANTLY
- ▁SERVED
- ▁BAL
- ▁POSSESS
- ▁CRE
- ▁ADMIRATION
- ▁LIBERTY
- ▁OPPORTUNITY
- ▁SELDOM
- ▁BIRTH
- ▁GLOW
- ▁INCLUD
- ▁REQUEST
- ▁TYPE
- ▁SLEPT
- ▁CRIME
- ▁MOTIVE
- ▁ELSIE
- ▁BEGUN
- ▁CONSENT
- ▁ADMITTED
- ▁AVOID
- ▁ADDRESS
- ▁HATE
- ▁DEMANDED
- ▁APPARENTLY
- ▁SUGGESTION
- ▁CONSIDERATION
- ▁BLESS
- ▁PROCEEDED
- NCY
- ▁PRISON
- ▁CONT
- ▁SHOUTED
- ▁FACES
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- ▁ACCIDENT
- ▁ADVICE
- ▁INNOCENT
- ▁INSTINCT
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- ▁PRETEND
- ▁PEEP
- ▁ANYONE
- ▁DUKE
- ▁PLUM
- VILLE
- ▁SEVERE
- ▁ALAS
- ▁DELIGHTED
- ▁ISSUE
- ▁ASKING
- ▁CROW
- ▁ACCEPTED
- ▁RIDE
- ▁DOORS
- ▁TAR
- ▁PREPAR
- ▁SUGGEST
- WOOD
- ▁CITIZEN
- ▁ENTRANCE
- ▁LINCOLN
- ▁POLITICAL
- ▁PRACTICAL
- ▁STIFF
- ▁WIDOW
- ▁CAPITAL
- ▁CLEVER
- ▁MAMMA
- ▁CREDIT
- ▁OBEY
- ▁STRING
- ▁DAILY
- ▁ARGUMENT
- ▁HEAP
- ▁APARTMENT
- ▁FLIGHT
- ▁ELDER
- ▁PUR
- ▁PAGE
- ▁DUST
- ▁GAZE
- ▁NATIONAL
- ▁BABY
- DDING
- ISTS
- ▁TEACH
- ▁STREETS
- CAL
- ▁GE
- AFF
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- UNG
- ▁LINES
- GUE
- ▁VOTE
- ▁HUNTING
- ▁QUO
- ▁RESEMBL
- ▁BASKET
- ▁CIRCLE
- ▁CONSEQUENCE
- ▁KITCHEN
- ▁TREASURE
- ▁NEVERTHELESS
- ▁FANCI
- ▁ASSEMBL
- ▁GRIEF
- ▁VEIL
- ▁SEASON
- ▁INVENT
- ▁VIRGINIA
- ▁HUT
- ▁GUEST
- ▁ROAR
- ▁BEHOLD
- ▁VICTORY
- ▁CAPABLE
- ▁DULL
- ▁SHOE
- ▁FLOAT
- ▁MERRY
- ▁IMMEDIATE
- ETH
- ▁ELEANOR
- ▁EXPLANATION
- ▁PARLIAMENT
- ▁PRINCIPAL
- ▁PROPORTION
- ▁RESOLUTION
- ▁UNUSUAL
- ▁BLUFF
- ▁NINETEEN
- ▁SENSATION
- ▁VISIBLE
- ▁INCOME
- ▁FATE
- ▁SUPER
- ▁LAUGHTER
- ▁EASE
- ▁LOAD
- ▁JEW
- ▁ZE
- ▁FEVER
- ▁WEDDING
- ▁JOINED
- ▁TRACE
- ▁LEADER
- ▁CLEARLY
- ▁FLOWER
- ▁TERMS
- ▁EMPLOYED
- OCK
- ▁PARTICULARLY
- ▁MEMBERS
- ▁CONFESS
- ▁GRO
- ▁ADDRESSED
- ▁CHRIST
- ▁ACCOMPANI
- ▁AFFORD
- ▁AMOUNT
- ▁BRILLIANT
- ▁COMMUNICAT
- ▁FIERCE
- ▁RECORD
- ▁SACRIFICE
- ▁TEMPT
- ▁CORDIAL
- ▁COLOUR
- ▁PROOF
- ▁ESTATE
- ▁PARDON
- ▁ADVIS
- ▁ATTITUDE
- ▁IMPORTANCE
- ▁BOOT
- ▁SHOCK
- ▁FIR
- ▁PLENT
- ▁HIT
- ▁MEMBER
- ▁SUR
- ▁SEATED
- ▁MAG
- AVING
- ▁FAVOUR
- ▁REMARK
- ▁DIM
- ▁FAITHFUL
- ▁SAVED
- CHI
- ▁SIN
- THE
- ▁CONFIDENCE
- ▁EXTRAORDINARY
- ▁FORTUNATE
- ▁MISFORTUNE
- ▁PATIENCE
- ▁RELIGIOUS
- ▁SATISFACTION
- ▁POSITIVE
- ▁SIMILAR
- ▁EXCHANG
- ▁RETREAT
- ▁FLESH
- ▁ADMIRE
- ▁SPIRITUAL
- ▁DAWN
- ▁BURIED
- ▁URGE
- ▁SUNDAY
- ▁FOX
- ▁EMMA
- ▁NURSE
- ▁SNAPP
- ▁PARK
- ▁OBTAIN
- ▁RECOGNIZED
- ▁SPEED
- ▁MAGIC
- ▁LAWS
- ▁REMOVED
- ▁HAM
- ▁PRESERV
- ▁AID
- HOUSE
- ▁MENTIONED
- ▁CONSCIENCE
- ▁CONTEMPT
- ▁DETAIL
- ▁IMMENSE
- ▁NERVOUS
- ▁PRISCILLA
- ▁UNFORTUNATE
- ▁UNHAPPY
- ▁COMPLAIN
- ▁TWICE
- ▁WHISTL
- ▁SNAKE
- ▁WASHINGTON
- ▁PIRATE
- ▁WICKED
- ▁BODIES
- ▁DESIGN
- ▁JASON
- ▁VAGUE
- ▁CONSIST
- ▁GIFT
- ▁ANGEL
- ▁RODE
- ▁FOLD
- ▁BRIDE
- ▁ANGER
- ▁BASE
- ITUDE
- ▁CONCLUDED
- ▁ALTER
- ▁FRI
- ▁PANT
- ▁BID
- ▁HIGHEST
- ▁SAILOR
- MPLE
- ▁OBSERV
- ▁CHEERFUL
- IFICATION
- RID
- ▁DESCRIBED
- ▁BIN
- ▁JEWEL
- ▁ARTIST
- ▁PEER
- ▁NORA
- ▁SKI
- ▁DIAMOND
- ▁ENCOURAGE
- ▁PRIVILEGE
- ▁PROJECT
- ▁ANYBODY
- ▁ENCOUNTER
- ▁HOLLOW
- ▁YIELD
- ▁BOBBY
- ▁SAVAGE
- ▁SOMEBODY
- ▁OTHERWISE
- ▁PRAISE
- ▁PROBLEM
- ▁DISTRESS
- ▁UGLY
- ▁WARRIOR
- ▁MOURN
- ▁RELIEV
- ▁DESK
- ▁FOOLISH
- ▁STARTLED
- ▁SKILL
- SHONE
- ▁LONE
- ▁OBSERVATION
- ▁DENI
- ▁NEST
- ▁SOLDIER
- ▁RELATION
- ▁TRULY
- ▁VISITOR
- ▁OFFICERS
- ERSON
- ▁YA
- ▁EVIDENT
- ▁DREAMS
- ▁KEEPING
- ▁PLAINLY
- ▁DRUNK
- ▁EMBRAC
- ▁INTELLIGENCE
- ▁LIEUTENANT
- ▁PERSUADE
- ▁SURROUNDING
- ▁UNIVERSAL
- ▁GLEAM
- ▁SUPERIOR
- ▁WHEEL
- ▁JEALOUS
- ▁QUEER
- ▁PIERRE
- ▁MILK
- ▁RAIL
- ▁FLUSH
- ▁STAIRS
- ▁JESUS
- ▁HORN
- ▁REGION
- ▁SAFETY
- ▁KA
- ▁GUIDE
- ▁CAKE
- ▁CUP
- ▁INQUIRED
- ▁DEFI
- ▁LESSON
- ▁WRETCHED
- ▁PACE
- ▁TEST
- ▁READING
- ▁ENTIRE
- ▁NET
- ▁DOGS
- ▁COMMANDER
- ▁PRODUCE
- ▁GAINED
- ▁ARRIVAL
- ▁FAMILIAR
- ▁MEANWHILE
- ▁SUSPICION
- ▁CHOICE
- ▁IMPULSE
- ▁THRUST
- ▁PROCESS
- ▁SUMMON
- ▁SHEPHERD
- ▁HASTILY
- ▁GRASP
- ▁COUNTESS
- ▁STYLE
- ▁DWELL
- ▁MERIT
- ▁PITCH
- ▁HUNGRY
- ▁SPORT
- ▁LOUISE
- ▁STERN
- ▁PROVIDED
- ▁ASSUME
- ▁EARLIE
- ▁RAGE
- ▁U
- ▁RAPIDLY
- PORT
- ▁SUCCESSFUL
- ▁FLED
- ▁AGREE
- ▁CONDITIONS
- ▁RELATIONS
- ▁DREAD
- ▁NATURALLY
- ▁EARL
- ▁GAY
- ▁HYPNOTI
- ▁PUTT
- ▁GAZ
- ▁JIM
- ▁PAUS
- ▁PROPOS
- ▁ADMINISTRATION
- ▁ELEVEN
- ▁HOSPITAL
- ▁MAGISTRATE
- ▁STRIKE
- ▁DIGNITY
- ▁GLORY
- ▁BOTTLE
- ▁THRONE
- ▁RECKON
- ▁COSETTE
- ▁MOREOVER
- ▁APPLI
- ▁HIND
- ▁PRODUCT
- ▁POOL
- ▁TRIAL
- HAN
- ▁ERIC
- ▁CUB
- ▁PIECES
- ▁EXCEPTION
- ▁ENJOYED
- ▁DARED
- ▁TRU
- ▁CLOSELY
- ▁RAPID
- ▁AFFECTED
- ▁REQUIRE
- ▁SOFTLY
- ▁BROW
- UCK
- ▁MARKED
- ▁SEVENT
- ▁ELECT
- ▁FORGOT
- ▁CORRECT
- ▁FRANCS
- ▁MARGUERITE
- ▁SCIENCE
- ▁UNEXPECTED
- ▁FOUGHT
- ▁MILITA
- ▁THUNDER
- ▁VOYAGE
- ▁GANEM
- ▁FREEDOM
- ▁NODDED
- ▁CAPTURE
- ▁MORTAL
- ▁OWNER
- ▁POLITE
- ▁VISION
- ▁EDUCATION
- ▁GOVERNOR
- ▁RAV
- ▁REWARD
- ▁HASTE
- ▁REPEAT
- ▁DETERMIN
- ▁PITI
- ▁KNEE
- LINE
- ▁DEVOTED
- ▁INTERRUPTED
- ▁FOLKS
- ▁EXTREME
- ▁APPROACH
- ▁CONTINUE
- ▁BEARING
- ▁CHAP
- ▁ACQUAINTED
- ▁GLIMPSE
- ▁GRADUALLY
- ▁SUNSHINE
- ▁PRACTICE
- ▁SUPPLI
- ▁DAVID
- ▁DRIFT
- ▁SHOWING
- ▁LEVEL
- ▁PROMPT
- ▁QUARREL
- ▁REPRESENTATIVE
- ▁PLUNG
- ▁GIANT
- FALL
- ▁STOUT
- CHA
- WEPT
- ▁GLANC
- ▁SALT
- ▁CHOSEN
- ▁BUCK
- ▁REALIZED
- ▁REALITY
- ▁TUR
- ▁DRIVEN
- ▁CARD
- ▁PRAYER
- ▁TERM
- AID
- ▁HOLY
- ▁ENDURE
- ▁RANGE
- ▁HANG
- ▁SAM
- LAN
- ▁CAVE
- INA
- ▁GRI
- ▁SIGH
- ▁NEIGHBOUR
- ▁COUNCIL
- ▁EXERCISE
- ▁NAUTILUS
- ▁SOMEWHERE
- ▁SYLVIA
- ▁THOROUGH
- ▁VICTIM
- ▁BRIDGE
- ▁COMPELLED
- ▁INCLINED
- ▁OVERCOME
- ▁RESERVE
- ▁ARREST
- ▁PRECIOUS
- ▁DUTCH
- ▁OCEAN
- ▁ACQUIR
- ▁RECALL
- ▁DESTIN
- ▁ATTACH
- ▁SLIM
- ▁WEEP
- ▁CONSCIOUSNESS
- ▁TIGHT
- ▁WAKE
- ▁COMFORTABLE
- ▁ACTIVE
- ▁WINGS
- ▁GRIN
- ▁AFFECT
- ▁WHIT
- ▁IDEAL
- ▁EASTER
- ▁APPROACHING
- ▁CREATED
- ▁PLANS
- ▁INCREASE
- ▁FLYING
- ▁SHOUT
- OES
- MISSION
- ▁ARMED
- ABILITY
- ▁BLUSH
- ▁CONNECTION
- ▁MATTHEW
- ▁MEDICINE
- ▁REMIND
- ▁EXHIBIT
- ▁BLOCK
- ▁DESERVE
- ▁LISTENING
- ▁TITLE
- ▁FLOUR
- ▁FLAME
- ▁AGENT
- ▁USEFUL
- ▁BRIG
- ▁BOIL
- ▁ASSURED
- ▁REFLECTION
- ▁PINE
- ▁WAG
- ▁YOUNGER
- ▁BEARD
- ▁KINDNESS
- CTUALLY
- ▁ACTUAL
- ▁WEIGHT
- ▁LILY
- ▁IMPRESS
- ▁DESCRIBE
- ▁BEHELD
- ▁COMMUNITY
- ▁DESPERATE
- ▁DISPLAY
- ▁ENEMIES
- ▁MELANCHOLY
- ▁MIRROR
- ▁RECOMMEND
- ▁SPANISH
- ▁BLAME
- ▁VOLUME
- ▁SHOOT
- ▁COMBIN
- ▁SHAKING
- ▁SOUTHERN
- ▁MYSTERY
- ▁EVERYONE
- ▁COMMISSION
- ▁COMPOSED
- ▁UDO
- ▁IMAGE
- ▁DECEIV
- ▁FAILURE
- ▁PATTY
- ▁ALICE
- ▁FRAME
- ▁MODEST
- ▁MAGNIFICENT
- ▁BRANCHES
- ▁REIGN
- ▁RAG
- ▁PARISH
- ▁KATE
- ▁AMID
- ▁SLEEPING
- ▁ANNOUNCED
- ▁EAGERLY
- ▁WIRE
- ▁LAP
- ▁ARAB
- ▁EATING
- ▁RUM
- ▁CAREFUL
- ▁DISCUSS
- WORTH
- ▁DISTRICT
- ▁FOREHEAD
- ▁FRANCIS
- ▁INCIDENT
- ▁APPEAL
- ▁EMBARRASS
- ▁MAINTAIN
- ▁PRONOUNC
- ▁FURNISH
- ▁STRAIN
- ▁ELEMENT
- ▁SILK
- ▁FEAST
- ▁RECENT
- ▁DANCING
- ▁LODGE
- ▁ASHAMED
- ▁TRICK
- ▁BOBO
- ▁STUFF
- ▁ET
- ▁ASSERT
- ▁SANK
- ▁TREATMENT
- ECI
- ▁SWIM
- ▁BECOMING
- ▁SINGING
- ▁PLATE
- ▁SCATTERED
- ▁EXTREMELY
- ▁GRIM
- ▁SANG
- ▁FIGHTING
- ▁FACTOR
- ▁PAINFUL
- ▁HIDE
- ▁FUNN
- ▁AFTERWARD
- ▁FROG
- ▁VENTURE
- ▁DISAPPOINT
- ▁COMRADE
- ▁MONSIEUR
- ▁OBVIOUS
- ▁PASSENGER
- ▁PROFOUND
- ▁PUBLISH
- ▁ACCUSTOM
- ▁BLOOM
- ▁SMITH
- ▁RELATIVE
- ▁ACCUSE
- ▁MANIFEST
- ▁SOLID
- ▁MONSTER
- ▁MARIUS
- ▁CANDLE
- ▁PROCUR
- ▁INTERFERE
- ▁HOUSEHOLD
- ▁DEVELOPMENT
- ▁AGREEABLE
- ▁HALT
- ▁NECESSITY
- FOLD
- ▁CITIES
- ▁REGI
- ▁GLOOMY
- BBL
- ▁SEPARATED
- ▁CHEST
- ▁STRIP
- ▁SPAR
- ▁DUN
- ▁SETTLE
- ▁STARED
- ▁HANGING
- ▁FEATURES
- ▁PILE
- ▁ORIGIN
- ARIES
- ▁LION
- ▁ALI
- ▁ASTONISHMENT
- ▁COMPLIMENT
- ▁DELICATE
- ▁COUNSEL
- ▁FIFTH
- ▁SUPPRESS
- ▁BURDEN
- ▁COMPLEX
- ▁ADDITION
- ▁CRUSH
- ▁TWIST
- ▁PIANO
- ▁BRUSH
- ▁CHECK
- ▁ANNIE
- ▁SHELTER
- ▁IMPROV
- ▁WESTERN
- ▁LOCAL
- ▁APPLE
- ▁GREET
- ▁MASK
- ▁RUSSIAN
- ▁TOWER
- ▁CREW
- ▁TIP
- ▁WANDERING
- ▁READER
- ▁WANDERED
- ▁DESTROY
- ▁OBSERVE
- MORE
- ▁ESCAPED
- ▁PET
- ▁BUILD
- ▁REAR
- ▁DESTROYED
- HIN
- ▁OWE
- ▁RANG
- ▁TEAR
- ▁NED
- ▁OFFICER
- ▁TRAP
- ▁OCCUR
- ▁APPOINTED
- ▁ATMOSPHERE
- ▁CHOOSE
- ▁CONCLUSION
- ▁CULTIVAT
- ▁DESCRIPTION
- ▁ENORMOUS
- ▁EXHAUSTED
- ▁LANDSCAPE
- ▁NATASHA
- ▁PROSPECT
- ▁REFRESH
- ▁SPECIES
- ▁SURROUNDED
- ▁WEAPON
- ▁BLANK
- ▁DEFEND
- ▁EDITH
- ▁HORRIBL
- ▁BETRAY
- ▁FERKO
- ▁LABOUR
- ▁NEGRO
- ▁RESUMED
- ▁LEAF
- ▁MUSKET
- ▁INTENSE
- ▁MERCY
- ▁ADOPT
- ▁SCORE
- ▁DASH
- ▁LAWYER
- ▁SLOPE
- ▁CHUCK
- ▁ASSISTANCE
- ▁BROOK
- ▁BREAKING
- ▁ASSIST
- ▁GROAN
- ▁HELEN
- ▁BEHAV
- ▁MAIDEN
- ▁CRIS
- ▁SHOUTING
- ▁NAY
- ▁PIG
- ▁ACCORDINGLY
- ETTE
- ▁DESIR
- ▁RUB
- ▁GRU
- ▁PIT
- ▁HEAVI
- ▁OBTAINED
- ▁SPARE
- ▁BRANCH
- ▁COUNTER
- ▁APART
- ▁AMBITION
- ▁ASTONISHED
- ▁CORRESPOND
- ▁DRIVING
- ▁ENERGY
- ▁HISTORIAN
- ▁REVOLUTION
- ▁SWEEP
- ▁TREMBLING
- ▁CRAFT
- ▁FAMILIES
- ▁LITERATURE
- SBURG
- ▁FEMALE
- ▁TILNEY
- ▁GENEROUS
- ▁SUBMIT
- ▁INTELLECTUAL
- ▁ORCHARD
- ▁STORIES
- ▁DIANA
- ▁VEIN
- ▁TRIFL
- ▁TWIN
- ▁WORSHIP
- ▁MARBLE
- ▁GALLANT
- ▁SENSIBLE
- ▁NEAT
- ▁BROWNIE
- ▁JUNE
- ▁SHAW
- ▁WORST
- ▁USELESS
- ▁FISHING
- ▁CRYING
- ▁MAYBE
- ▁VARI
- ▁PRESERVE
- ▁VOL
- ▁EMPLOY
- ▁INTERRUPT
- ▁SLIGHTLY
- ▁ACCOMPLISHED
- NEY
- ▁STEAM
- ▁BALANC
- ▁LEANING
- ▁SIGHED
- ▁REFUSE
- ▁IMAGINED
- ▁DATE
- GROUND
- ▁ENTERTAIN
- ▁PERCEIVE
- ▁ABROAD
- ▁CHEESE
- ▁DESTRUCTION
- ▁ESSENTIAL
- ▁EXPEDITION
- ▁GRANDFATHER
- ▁INFINITE
- ▁LIBRARY
- ▁MULTITUDE
- ▁NEGLECT
- ▁SWALLOW
- ▁VILLEFORT
- ▁BELOVED
- ▁COMMITTEE
- ▁CONFIDENT
- ▁PURPLE
- ▁PURCHAS
- ▁SCRAP
- ▁SPOIL
- ▁LIKEWISE
- ▁EXTRA
- ▁STRAW
- ▁SALUT
- ▁SOURCE
- ▁HASTENED
- ▁RESENT
- ▁FLOCK
- ▁LOFT
- ▁FLO
- ▁CLO
- ▁CONVINCED
- ▁GOODNESS
- ▁HYPNOTIZ
- ▁SETTING
- ▁HAIL
- ▁PHI
- ▁GROVE
- ▁DISCOVERY
- ▁DAMP
- ▁WHISPER
- ▁LIFT
- ▁HOP
- ▁SUSPECTED
- ▁SCR
- OLI
- ▁FAC
- ▁BUSH
- ▁FOREVER
- ▁BARRICADE
- ▁CONSTITUTION
- ▁ENDEAVOR
- ▁ENTHUSIASM
- ▁EXECUTION
- ▁HYACINTH
- ▁PERCEVAL
- ▁PSYCHE
- ▁REPROACH
- ▁THIRTEEN
- ▁ABSORB
- ▁GRATITUDE
- ▁MERCER
- ▁REPUTATION
- ▁SCREAM
- ▁PUPIL
- ▁RETIRED
- ▁STEEP
- ▁SUMMIT
- ▁MISERABLE
- ▁STRICT
- ▁MINGLED
- ▁DEFEAT
- ▁REVEAL
- ▁LOVING
- ▁GOOSE
- ▁ECHO
- ▁AWAIT
- ▁MOOD
- ▁CRAWLEY
- ▁CELL
- ▁ENGAGEMENT
- ▁PRECED
- ▁SOMEONE
- ▁ARRANGEMENT
- ▁PICKET
- ▁GASP
- ▁HUMOR
- ▁INVITATION
- ▁JOB
- WITHSTAND
- ▁LAMENT
- ▁CLASSES
- ▁HUNGER
- ▁DISPOSED
- ▁STEAMER
- ▁FEARFUL
- ▁GER
- ▁FINAL
- ▁FLAG
- ▁JULY
- ▁DIG
- WORK
- ▁OPPOS
- ▁ANXIETY
- ▁AUDIENCE
- ▁BACHELOR
- ▁COLUMN
- ▁HANDKERCHIEF
- ▁IMPATIENT
- ▁JUDGMENT
- ▁KNIFE
- ▁SOVEREIGN
- ▁STRIKING
- ▁THOMPSON
- ▁EMPIRE
- ▁FULFIL
- ▁CONSULT
- ▁JENNY
- ▁THENARDIER
- ▁POYSER
- ▁FOURTEEN
- ▁JAPANESE
- ▁INDULG
- ▁MARTIAN
- ▁COUNTRIES
- ▁FETCH
- ▁CRITIC
- ▁ROBBER
- ▁CROOK
- ▁DEPARTURE
- ▁MABEL
- ▁PREACH
- ESCENT
- ▁WHIP
- ▁NAIL
- ▁DELIGHTFUL
- ▁DISCUSSION
- ▁SENTENCE
- ▁LANE
- ▁ENGINEER
- ▁ARRANGED
- MMY
- ▁LEST
- ▁RENT
- MMED
- ▁LIST
- ▁ROBE
- ▁MISSION
- ▁GRACEFUL
- ▁LIGHTN
- STONE
- COURT
- ▁CONCEPTION
- ▁CONTRACT
- ▁DROWN
- ▁EXPERIMENT
- ▁HITHERTO
- ▁PLAGUE
- ▁PORTHOS
- ▁SHRIEK
- ▁DETECT
- ▁ACCENT
- ▁ERECT
- ▁SAZEN
- ▁PROFIT
- ▁VIVID
- ▁SQUIRE
- ▁OPERATION
- ▁SMELL
- ▁SIMON
- ▁EXTENT
- ▁KEEN
- ▁EMERG
- ▁REVIV
- ▁REGIMENT
- ▁DISAPPOINTMENT
- ▁STOLE
- ▁DIVINE
- ▁GUILTY
- ▁COWARD
- ▁EXPECTATION
- ▁SIGNOR
- ▁MODE
- ▁CENTRE
- ▁FIL
- HOW
- ▁WEARI
- ▁TOTAL
- ▁VICTOR
- ▁GOVERN
- ▁RAISE
- ▁ABANDON
- ▁ABSURD
- ▁ASPECT
- ▁CRIMINAL
- ▁DEFINITE
- ▁DELIBERAT
- ▁FEATHER
- ▁FLORINA
- ▁MIDNIGHT
- ▁RICHMOND
- ▁SATISFY
- ▁SINGULAR
- ▁STEADILY
- ▁SUPREME
- ▁TIMBER
- ▁PSYCHOLOG
- ▁GESTURE
- ▁VALUABLE
- ▁INTERVAL
- ▁CONFUSION
- ▁FLUTTER
- ▁SACRED
- ▁DISEASE
- ▁UNDERTAKE
- ▁PENETRAT
- ▁MARVEL
- ▁NORTHERN
- ▁GRIEV
- ▁GENIUS
- ▁SADDLE
- ▁NOVEL
- ▁MISERY
- ▁CONVICTION
- ▁SINK
- ▁WAGON
- ▁ARISE
- ▁COMMENT
- ▁BARN
- UPON
- ▁FENCE
- ▁ASSOCIATION
- ▁BONES
- ▁IDLE
- ▁DOUBTFUL
- ▁PREPARATION
- IZZ
- ▁RAIS
- ▁BITTERLY
- ▁JOE
- ▁RELI
- ADI
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- Q
- <sos/eos>
init: null
input_size: null
ctc_conf:
    dropout_rate: 0.0
    ctc_type: builtin
    reduce: true
    ignore_nan_grad: null
    zero_infinity: true
joint_net_conf:
    joint_space_size: 320
use_preprocessor: true
token_type: bpe
bpemodel: data/en_token_list/bpe_unigram5000/bpe.model
non_linguistic_symbols: null
cleaner: null
g2p: null
speech_volume_normalize: null
rir_scp: null
rir_apply_prob: 1.0
noise_scp: null
noise_apply_prob: 1.0
noise_db_range: '13_15'
short_noise_thres: 0.5
aux_ctc_tasks: []
frontend: default
frontend_conf:
    n_fft: 512
    win_length: 400
    hop_length: 160
    fs: 16k
specaug: specaug
specaug_conf:
    apply_time_warp: true
    time_warp_window: 5
    time_warp_mode: bicubic
    apply_freq_mask: true
    freq_mask_width_range:
    - 0
    - 27
    num_freq_mask: 2
    apply_time_mask: true
    time_mask_width_ratio_range:
    - 0.0
    - 0.05
    num_time_mask: 5
normalize: global_mvn
normalize_conf:
    stats_file: exp/asr_stats_raw_en_bpe5000_sp/train/feats_stats.npz
model: espnet
model_conf:
    ctc_weight: 0.3
    report_cer: false
    report_wer: false
preencoder: null
preencoder_conf: {}
encoder: conformer
encoder_conf:
    output_size: 256
    attention_heads: 4
    linear_units: 1024
    num_blocks: 15
    dropout_rate: 0.1
    positional_dropout_rate: 0.1
    attention_dropout_rate: 0.1
    input_layer: conv2d
    normalize_before: true
    macaron_style: true
    rel_pos_type: latest
    pos_enc_layer_type: rel_pos
    selfattention_layer_type: rel_selfattn
    activation_type: swish
    use_cnn_module: true
    cnn_module_kernel: 31
postencoder: null
postencoder_conf: {}
decoder: transducer
decoder_conf:
    rnn_type: lstm
    num_layers: 1
    hidden_size: 256
    dropout: 0.1
    dropout_embed: 0.2
preprocessor: default
preprocessor_conf: {}
required:
- output_dir
- token_list
version: '202301'
distributed: true