Update model

data/en_token_list/bpe_unigram5000/bpe.model

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+version https://git-lfs.github.com/spec/v1
+oid sha256:ec50979d91eb9f1cccff2c2e50371c89f24b7df19cf02902362cf4bcce640eb5
+size 325073

exp/asr_8v100_5kbpe_multi_blank_transducer_8421/RESULTS.md

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+<!-- Generated by scripts/utils/show_asr_result.sh -->
+# RESULTS
+## Environments
+- date: `Fri Feb 10 11:49:46 CST 2023`
+- python version: `3.8.10 (default, Jun  4 2021, 15:09:15)  [GCC 7.5.0]`
+- espnet version: `espnet 202211`
+- pytorch version: `pytorch 1.7.1`
+- Git hash: `d6bf2a0a7f6c540b2986b9891c681dc710c9212c`
+  - Commit date: `Fri Feb 10 11:49:03 2023 +0800`
+
+## asr_8v100_5kbpe_multi_blank_transducer_8421
+### WER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|
+|decode_multi_blank_transducer_asr_model_valid.loss.ave/test_clean|2620|52576|97.5|2.2|0.2|0.3|2.8|32.1|
+|decode_multi_blank_transducer_asr_model_valid.loss.ave/test_other|2939|52343|94.1|5.2|0.6|0.7|6.6|52.5|
+
+### CER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|
+|decode_multi_blank_transducer_asr_model_valid.loss.ave/test_clean|2620|281530|99.3|0.4|0.3|0.3|1.0|32.1|
+|decode_multi_blank_transducer_asr_model_valid.loss.ave/test_other|2939|272758|98.0|1.2|0.9|0.8|2.8|52.5|
+
+### TER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|
+|decode_multi_blank_transducer_asr_model_valid.loss.ave/test_clean|2620|65818|96.9|2.2|0.9|0.4|3.5|32.1|
+|decode_multi_blank_transducer_asr_model_valid.loss.ave/test_other|2939|65101|92.9|5.1|2.0|1.0|8.2|52.5|
+

exp/asr_8v100_5kbpe_multi_blank_transducer_8421/config.yaml

@@ -0,0 +1,5209 @@
+config: conf/tuning/transducer/train_conformer-rnn_transducer_multi_blank.yaml
+print_config: false
+log_level: INFO
+dry_run: false
+iterator_type: sequence
+output_dir: exp/asr_8v100_5kbpe_multi_blank_transducer_8421
+ngpu: 1
+seed: 0
+num_workers: 1
+num_att_plot: 0
+dist_backend: nccl
+dist_init_method: env://
+dist_world_size: 8
+dist_rank: 0
+local_rank: 0
+dist_master_addr: localhost
+dist_master_port: 51247
+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: 50
+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: 4
+no_forward_run: false
+resume: true
+train_dtype: float32
+use_amp: false
+log_interval: null
+use_matplotlib: true
+use_tensorboard: true
+create_graph_in_tensorboard: false
+use_wandb: 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: 10000000
+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_960_sp/wav.scp
+    - speech
+    - sound
+-   - dump/raw/train_960_sp/text
+    - text
+    - text
+valid_data_path_and_name_and_type:
+-   - dump/raw/dev/wav.scp
+    - speech
+    - sound
+-   - 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: 0.0015
+    weight_decay: 1.0e-06
+scheduler: warmuplr
+scheduler_conf:
+    warmup_steps: 25000
+token_list:
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+- <blank4>
+- <blank2>
+- <blank>
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+- ▁PICTURE
+- ▁PI
+- SHIP
+- IBLE
+- ▁HEAVY
+- ▁ATTENTION
+- ▁DOG
+- ABLY
+- ▁STANDING
+- ▁NATURAL
+- ▁APPEAR
+- OV
+- ▁CAUGHT
+- VO
+- ISM
+- ▁SPRING
+- ▁EXPERIENCE
+- ▁PAT
+- OT
+- ▁STOPPED
+- ▁REGARD
+- ▁HARDLY
+- ▁SELF
+- ▁STRENGTH
+- ▁GREW
+- ▁KNIGHT
+- ▁OPINION
+- ▁WIDE
+- ▁INSTEAD
+- ▁SOUTH
+- ▁TRANS
+- ▁CORNER
+- ▁LEARN
+- ▁ISLAND
+- ▁MI
+- ▁THIRD
+- ▁STE
+- ▁STRAIGHT
+- ▁TEA
+- ▁BOUND
+- ▁SEEING
+- ▁JU
+- ▁DINNER
+- ▁BEAUTY
+- ▁PEACE
+- AH
+- ▁REP
+- ▁SILENT
+- ▁CRE
+- ALLY
+- RIC
+- ▁STEP
+- ▁VER
+- ▁JO
+- GER
+- ▁SITTING
+- ▁THIRTY
+- ▁SAVE
+- ENED
+- ▁GLANCE
+- ▁REACH
+- ▁ACTION
+- ▁SAL
+- ▁SAD
+- ▁STONE
+- ITIES
+- ▁FRENCH
+- ▁STRUCK
+- ▁PAPER
+- ▁WHATEVER
+- ▁SUB
+- ▁DISTANCE
+- ▁WRONG
+- ▁KNOWLEDGE
+- ▁SAFE
+- ▁SNOW
+- ▁MUSIC
+- ▁FIFTY
+- RON
+- ▁ATTEMPT
+- ▁GOVERNMENT
+- TU
+- ▁CROWD
+- ▁BESIDES
+- ▁LOVED
+- ▁BOX
+- ▁DIRECTION
+- ▁TRAIN
+- ▁NORTH
+- ▁THICK
+- ▁GETTING
+- AV
+- ▁FLOOR
+- ▁COMPANY
+- ▁BLOW
+- ▁PLAIN
+- TRO
+- ▁BESIDE
+- ▁ROCK
+- ▁IMMEDIATELY
+- FI
+- ▁SHADOW
+- ▁SIT
+- ORS
+- ILE
+- ▁DRINK
+- ▁SPOT
+- ▁DANGER
+- ▁AL
+- ▁SAINT
+- ▁SLOWLY
+- ▁PALACE
+- IER
+- ▁RESULT
+- ▁PETER
+- ▁FOREST
+- ▁BELONG
+- ▁SU
+- ▁PAR
+- RIS
+- ▁TEARS
+- ▁APPEARANCE
+- ▁GATE
+- BU
+- ITION
+- ▁QUICKLY
+- ▁QUIET
+- ▁LONDON
+- ▁START
+- ▁BROWN
+- TRA
+- KIN
+- ▁CONSIDER
+- ▁BATTLE
+- ▁ANNE
+- ▁PIECE
+- ▁DIED
+- ▁SUCCESS
+- ▁LIPS
+- ▁FILLED
+- ▁FORGET
+- ▁POST
+- IFIED
+- ▁MARGARET
+- ▁FOOD
+- HAM
+- ▁PLEASANT
+- ▁FE
+- ▁EXPRESSION
+- ▁POCKET
+- ▁FRESH
+- ▁WEAR
+- TRI
+- ▁BROKEN
+- ▁LAUGHED
+- GING
+- ▁FOLLOWING
+- WN
+- IP
+- ▁TOUCH
+- ▁YOUTH
+- ATIVE
+- ▁LEG
+- ▁WEEK
+- ▁REMAINED
+- ▁EASY
+- NER
+- RK
+- ▁ENTER
+- ▁FIGHT
+- ▁PLACED
+- ▁TRAVEL
+- ▁SIMPLE
+- ▁GIRLS
+- ▁WAITING
+- ▁STOP
+- ▁WAVE
+- AU
+- ▁WISE
+- ▁CAMP
+- TURE
+- UB
+- ▁VE
+- ▁OFFICE
+- ▁GRAND
+- ▁FIT
+- ▁JUDGE
+- UP
+- MENTS
+- ▁QUICK
+- HI
+- ▁FLO
+- RIES
+- VAL
+- ▁COMFORT
+- ▁PARTICULAR
+- ▁STARTED
+- ▁SUIT
+- ▁NI
+- ▁PALE
+- ▁IMPOSSIBLE
+- ▁HOT
+- ▁CONVERSATION
+- ▁SCENE
+- ▁BOYS
+- ▁WIN
+- ▁BRE
+- ▁SOCIETY
+- ▁OUTSIDE
+- ▁WRITE
+- ▁EFFORT
+- ▁TALKING
+- ▁FORTUNE
+- ▁NINE
+- ▁WA
+- ▁SINGLE
+- ▁RULE
+- ▁PORT
+- ▁WINTER
+- ▁CAST
+- ▁CRA
+- ▁HAPPEN
+- ▁CRO
+- ▁SHUT
+- NING
+- ▁GUN
+- ▁NOBLE
+- ▁BEGIN
+- ▁PATH
+- ▁SKY
+- ▁WONDERFUL
+- ▁SUDDEN
+- ▁ARMY
+- ▁CHE
+- ▁WORTH
+- ▁MOUNTAIN
+- ▁MIN
+- AG
+- ▁FLU
+- ▁GRACE
+- ▁CHAPTER
+- ▁BELOW
+- ▁RING
+- ▁TURNING
+- ▁IRON
+- ▁TOP
+- ▁AFTERNOON
+- ORY
+- ▁EVIL
+- ▁TRUST
+- ▁BOW
+- ▁TRI
+- ▁SAIL
+- ▁CONTENT
+- ▁HORSES
+- ITE
+- ▁SILVER
+- AP
+- ▁LAD
+- ▁RUNNING
+- ▁HILL
+- ▁BEGINNING
+- ▁MAD
+- ▁HABIT
+- GRA
+- ▁CLOTHES
+- ▁MORROW
+- ▁CRY
+- ▁FASHION
+- ▁PRESENCE
+- ▁Z
+- FE
+- ▁ARRIVED
+- ▁QUARTER
+- ▁PERFECT
+- ▁WO
+- ▁TRA
+- ▁USUAL
+- ▁NECK
+- ▁MARRIED
+- ▁SEAT
+- ▁WI
+- ▁GAR
+- ▁SAND
+- ▁SHORE
+- ▁GIVING
+- NY
+- ▁PROBABLY
+- ▁MINUTE
+- ▁EXPECT
+- ▁DU
+- ▁SHOT
+- ▁INSTANT
+- ▁DEGREE
+- ▁COLOR
+- ▁WEST
+- RT
+- ▁MARCH
+- ▁BIRD
+- ▁SHOWED
+- ▁GREATER
+- ▁SERIOUS
+- ▁CARRY
+- ▁COVERED
+- ▁FORMER
+- ▁LOUD
+- ▁MOVED
+- ▁MASS
+- ▁SEEK
+- ▁CHO
+- GEN
+- ▁ROMAN
+- IB
+- ▁MOON
+- ▁BOARD
+- ▁STREAM
+- ▁EASILY
+- ▁WISHED
+- ▁SEARCH
+- ▁COULDN
+- ▁MONTHS
+- ▁SICK
+- LIE
+- ▁DUTY
+- ▁TWELVE
+- ▁FAINT
+- ▁STRANGER
+- ▁SURPRISE
+- ▁KILL
+- ▁LEAVING
+- ▁JOURNEY
+- ▁SCARCELY
+- ▁RAISED
+- ▁SPEAKING
+- ▁TERRIBLE
+- ▁TOM
+- ▁FIELD
+- ▁GAME
+- ▁QUA
+- ▁PROMISE
+- ▁LIE
+- ▁CONDITION
+- ▁TRO
+- ▁PERSONAL
+- ▁TALL
+- ▁STICK
+- ▁THREW
+- ▁MARRY
+- ▁VAN
+- ▁BURN
+- ▁ACCORDING
+- ▁RISE
+- ▁ATTACK
+- ▁SWORD
+- ▁GUESS
+- ▁THOUGHTS
+- ▁THIN
+- ▁THROW
+- ▁CALM
+- SIDE
+- ▁VILLAGE
+- ▁DEN
+- ▁ANXIOUS
+- ▁MER
+- GI
+- ▁EXPECTED
+- ▁BALL
+- ▁ESPECIALLY
+- ▁CHARGE
+- ▁MEASURE
+- ISE
+- ▁NICE
+- ▁TRYING
+- ▁ALLOW
+- ▁SHARP
+- ▁BREAD
+- ▁HONOUR
+- ▁HONOR
+- ▁ENTIRELY
+- ▁BILL
+- ▁BRI
+- ▁WRITTEN
+- ▁AR
+- ▁BROKE
+- ▁KILLED
+- ▁MARK
+- ▁VEN
+- ▁LADIES
+- ▁LEARNED
+- ▁FLOWERS
+- PLE
+- ▁FORTY
+- ▁OFFER
+- ▁HAPPINESS
+- ▁PRAY
+- ▁CLASS
+- ▁FER
+- ▁PRINCIPLE
+- GU
+- ▁BOOKS
+- ▁SHAPE
+- ▁SUMMER
+- ▁JACK
+- ▁DRAW
+- ▁GOLDEN
+- ▁DECIDED
+- ▁LEAD
+- ▁UNLESS
+- ▁HARM
+- ▁LISTEN
+- HER
+- ▁SHOOK
+- ▁INFLUENCE
+- ▁PERFECTLY
+- ▁MARRIAGE
+- ▁BROAD
+- ▁ESCAPE
+- ▁STATES
+- ▁MIDDLE
+- ▁PLANT
+- ▁MIL
+- ▁MOVEMENT
+- ▁NOISE
+- ▁ENEMY
+- ▁HISTORY
+- ▁BREAK
+- ROUS
+- ▁UNDERSTOOD
+- ▁LATTER
+- FER
+- ▁COMES
+- ▁MERELY
+- ▁SIMPLY
+- WI
+- ▁IMAGINE
+- ▁LOWER
+- ▁CONDUCT
+- ▁BORN
+- WA
+- ▁YARD
+- ▁KA
+- ▁CLOSED
+- ▁NOTE
+- GA
+- ▁STRA
+- RAN
+- ▁EXIST
+- EV
+- ▁SPEECH
+- ▁BITTER
+- JO
+- ▁MAKES
+- ▁GRASS
+- ▁REPLY
+- ▁CHANGED
+- ▁MON
+- ▁LYING
+- ▁DANCE
+- ▁FINALLY
+- ▁AMERICAN
+- ▁ENJOY
+- ▁CONTAIN
+- ▁MEANT
+- USE
+- ▁OBSERVED
+- THER
+- ▁LAUGH
+- ▁AFTERWARDS
+- ▁BEAT
+- ▁RACE
+- ▁EQUAL
+- ▁RAIN
+- PS
+- ▁STEPS
+- ▁BENEATH
+- ▁TAIL
+- ▁TASTE
+- IO
+- EY
+- ▁CHAR
+- ▁GE
+- GN
+- TIN
+- ▁GROW
+- ▁TE
+- IANS
+- ▁MOVE
+- ▁REPEATED
+- ▁DRIVE
+- TUR
+- ▁SI
+- CLOCK
+- ▁BRAVE
+- ▁MADAME
+- ▁LOT
+- ▁CASTLE
+- ▁HI
+- AND
+- ▁FUTURE
+- ▁RELATION
+- ▁SORRY
+- ▁HEALTH
+- ▁DICK
+- ▁R
+- ▁BUILDING
+- ▁EDGE
+- ▁BLESS
+- ▁SPITE
+- WE
+- ▁MIS
+- ▁PRISONER
+- ▁ALLOWED
+- ▁PH
+- ▁CATCH
+- MER
+- ETH
+- ▁COAT
+- ▁COMPLETE
+- ▁WOULDN
+- ▁CREATURE
+- ▁YELLOW
+- ▁IMPORTANT
+- ▁ADD
+- ▁PASSING
+- ▁DARKNESS
+- ▁CARRIAGE
+- ▁MILL
+- ▁FIFTEEN
+- NCY
+- ▁HUNG
+- ▁OB
+- ▁PLEASED
+- ▁SPREAD
+- ▁CURIOUS
+- ▁WORSE
+- ▁CIRCUMSTANCES
+- ▁GI
+- LAR
+- ▁CAL
+- ▁HY
+- ▁MERE
+- ▁JANE
+- ▁EAST
+- BI
+- ▁CUP
+- ▁BLIND
+- ▁PASSION
+- ▁DISCOVERED
+- ▁NOTICE
+- ▁REPORT
+- ▁SPACE
+- ▁PRESENTLY
+- ▁SORROW
+- ▁PACK
+- ▁DIN
+- CY
+- ▁DRY
+- ▁ANCIENT
+- ▁DRESSED
+- ▁COVER
+- ▁VO
+- ▁EXISTENCE
+- ▁EXACTLY
+- ▁BEAST
+- ▁PROPER
+- ▁DROPPED
+- ▁CLEAN
+- ▁COLOUR
+- ▁HOST
+- ▁CHAMBER
+- ▁FAITH
+- LET
+- ▁DETERMINED
+- ▁PRIEST
+- ▁STORM
+- ▁SKIN
+- ▁DARE
+- ▁PERSONS
+- ▁PICK
+- ▁NARROW
+- ▁SUPPORT
+- ▁PRIVATE
+- ▁SMILED
+- ▁COUSIN
+- ▁DRAWING
+- ▁ATTEND
+- ▁COOK
+- ▁PREVENT
+- ▁VARIOUS
+- ▁BLA
+- ▁FIXED
+- ▁WEAK
+- THE
+- ▁HOLE
+- ▁BOTTOM
+- ▁NOBODY
+- ADE
+- ▁LEGS
+- ITCH
+- ▁INDIVIDUAL
+- ▁EARS
+- LIKE
+- ▁ADVANTAGE
+- ▁FRANCE
+- ▁BON
+- ▁WINE
+- ▁LIVES
+- OD
+- ▁WALLS
+- ▁TIRED
+- ▁SHOP
+- ▁ANIMAL
+- ▁CRU
+- ▁WROTE
+- ▁ROYAL
+- ▁CONSIDERED
+- ▁MORAL
+- ▁COMPANION
+- ▁LOSE
+- ▁ISN
+- ▁BAG
+- ▁LAKE
+- ▁INTER
+- ▁COM
+- ▁LETTERS
+- ▁LUCK
+- ▁EAR
+- ▁GERMAN
+- ▁PET
+- ▁SAKE
+- ▁DROP
+- ▁PAID
+- ▁BREAKFAST
+- ▁LABOR
+- ▁DESERT
+- ▁DECLARED
+- ▁HUM
+- ▁STUDY
+- ▁INSTANCE
+- ONE
+- ▁SOMEWHAT
+- ▁CLOTH
+- ▁SPECIAL
+- ▁COLONEL
+- ▁SONG
+- ▁MAIN
+- ▁VALUE
+- ▁PROUD
+- ▁EXPRESS
+- ▁NATION
+- ▁HANDSOME
+- ▁CONFESS
+- ▁PU
+- ▁PASSAGE
+- ▁PERIOD
+- ▁CUSTOM
+- ▁HURT
+- ▁SHOULDER
+- ▁CHRIST
+- ZA
+- ▁RECEIVE
+- ▁DIFFICULT
+- ▁DEPEND
+- ▁MEETING
+- ▁CHI
+- ▁GEN
+- LIGHT
+- ▁BELIEVED
+- ▁SOCIAL
+- ▁DIFFICULTY
+- ▁GREATEST
+- ▁DRAWN
+- ▁GRANT
+- ▁BIRDS
+- ▁ANGRY
+- ▁HEAT
+- UFF
+- ▁DUE
+- ▁PLACES
+- ▁SIN
+- ▁COURAGE
+- ▁EVIDENTLY
+- ▁GENTLE
+- ▁CRUEL
+- ▁GEORGE
+- ▁GRI
+- ▁SERVANT
+- ▁U
+- ▁PURE
+- OOK
+- ▁KNOWS
+- ▁KNOWING
+- LF
+- ▁WRITING
+- ▁REMEMBERED
+- ▁CU
+- ▁HOLDING
+- ▁TENDER
+- ▁QUI
+- ▁BURST
+- ▁SURELY
+- IGN
+- ▁VALLEY
+- ▁FU
+- ▁BUTTER
+- ▁SPOKEN
+- ▁STORE
+- ▁DISC
+- ▁CHRISTIAN
+- ▁PARIS
+- ▁HENRY
+- ▁FINISHED
+- ▁PROVE
+- ▁FOOL
+- ▁SOLDIERS
+- ▁LANGUAGE
+- ▁INSIDE
+- ▁BAN
+- ▁FALLEN
+- ROW
+- ▁MAL
+- ▁BABY
+- ▁SITUATION
+- ▁WATCHED
+- ANS
+- ▁RUIN
+- ▁GENTLEMEN
+- ▁FRO
+- ▁FANCY
+- ▁ACCEPT
+- ▁SEASON
+- ▁OURSELVES
+- ▁SAN
+- ▁SPEED
+- IZED
+- ▁COOL
+- ▁SERVE
+- ▁VESSEL
+- ▁WILLIAM
+- ▁OBLIGED
+- ▁GROUP
+- FORM
+- ▁GOES
+- UOUS
+- ▁LEAVES
+- ▁PECULIAR
+- ▁NEWS
+- ▁VAIN
+- ▁EVERYBODY
+- ▁PIN
+- UG
+- ▁FORGOTTEN
+- ▁FRA
+- GAN
+- ▁CAREFULLY
+- ▁FLASH
+- UCH
+- ▁FUR
+- ▁MURDER
+- ▁DELIGHT
+- ▁WAITED
+- ▁RENDER
+- ▁PROPERTY
+- ▁NOTICED
+- ▁ROLL
+- ▁KNOCK
+- ▁EARNEST
+- KI
+- ▁HONEST
+- ▁PROMISED
+- ▁BAL
+- AW
+- ▁WALKING
+- ANG
+- ▁SQUARE
+- ▁QUIETLY
+- ▁CLOUD
+- WOOD
+- ▁FORMED
+- ▁HIGHER
+- ▁BUILT
+- ▁FATE
+- ▁TEACH
+- MY
+- ▁FALSE
+- ▁YORK
+- ▁DUST
+- ▁CLIMB
+- ▁FOND
+- ▁GROWN
+- ▁DESCEND
+- ▁RAG
+- ▁FRUIT
+- ▁GENERALLY
+- ▁OFFERED
+- ▁ER
+- ▁NURSE
+- POSE
+- ▁SPENT
+- ▁JOIN
+- ▁STATION
+- ▁MEANING
+- ▁SMOKE
+- HOOD
+- ▁ROUGH
+- JU
+- ▁LIKELY
+- ▁SURFACE
+- ▁KE
+- ▁MONTH
+- ▁POSSESSION
+- ▁TONGUE
+- ▁DUKE
+- ▁NOSE
+- ▁LAUGHING
+- ▁WEATHER
+- ▁WHISPERED
+- ▁SYSTEM
+- ▁LAWS
+- DDLE
+- ▁TOUCHED
+- ▁TRADE
+- LD
+- ▁SURPRISED
+- RIN
+- ▁ARCH
+- ▁WEALTH
+- FOR
+- ▁TEMPER
+- ▁FRANK
+- ▁GAL
+- ▁BARE
+- ▁OPPORTUNITY
+- ▁CLAIM
+- ▁ANIMALS
+- ▁REV
+- ▁COST
+- ▁WASH
+- ZE
+- ▁CORN
+- ▁OPPOSITE
+- ▁POLICE
+- ▁IDEAS
+- LON
+- ▁KEY
+- ▁READING
+- ▁COLLECT
+- CHED
+- ▁H
+- ▁CROWN
+- ▁TAR
+- ▁SWIFT
+- ▁SHOULDERS
+- ▁ICE
+- ▁GRAY
+- ▁SHARE
+- ▁PREPARED
+- ▁GRO
+- ▁UND
+- ▁TER
+- ▁EMPTY
+- CING
+- ▁SMILING
+- ▁AVOID
+- ▁DIFFERENCE
+- ▁EXPLAIN
+- ▁POUR
+- ▁ATTRACT
+- ▁OPENING
+- ▁WHEEL
+- ▁MATERIAL
+- ▁BREAST
+- ▁SUFFERING
+- ▁DISTINCT
+- ▁BOOT
+- ▁ROW
+- ▁FINGERS
+- HAN
+- ▁ALTOGETHER
+- ▁FAT
+- ▁PAPA
+- ▁BRAIN
+- ▁ASLEEP
+- ▁GREY
+- ▁SUM
+- ▁GAS
+- ▁WINDOWS
+- ▁ALIVE
+- ▁PROCEED
+- ▁FLOWER
+- ▁LEAP
+- ▁PUR
+- ▁PIECES
+- ▁ALTER
+- ▁MEMORY
+- IENT
+- ▁FILL
+- ▁CLO
+- ▁THROWN
+- ▁KINGDOM
+- ▁RODE
+- IUS
+- ▁MAID
+- ▁DIM
+- ▁BAND
+- ▁VIRTUE
+- ▁DISH
+- ▁GUEST
+- ▁LOSS
+- ▁CAUSED
+- ▁MOTION
+- ▁POT
+- ▁MILLION
+- ▁FAULT
+- ▁LOVELY
+- ▁HERO
+- PPING
+- ▁UNITED
+- ▁SPI
+- SOME
+- BRA
+- ▁MOUNTAINS
+- ▁NU
+- ▁SATISFIED
+- ▁DOLLARS
+- ▁LOVER
+- ▁CONCEAL
+- ▁VAST
+- ▁PULL
+- ▁HATH
+- ▁RUSH
+- ▁J
+- ▁DESPAIR
+- EX
+- ▁HEIGHT
+- ▁CE
+- ▁BENT
+- ▁PITY
+- ▁RISING
+- ATH
+- ▁PRIDE
+- ▁HURRY
+- KA
+- ▁SETTLED
+- ▁JUSTICE
+- ▁LIFTED
+- PEN
+- ▁SOLDIER
+- ▁FINDING
+- ▁REMARK
+- ▁REGULAR
+- ▁STRUGGLE
+- ▁MACHINE
+- ▁SING
+- ▁HURRIED
+- ▁SUFFICIENT
+- ▁REPRESENT
+- ▁DOUBLE
+- ▁ALARM
+- ▁SUPPER
+- ▁DREADFUL
+- ▁FORE
+- ATOR
+- ▁STOCK
+- ▁TIN
+- ▁EXAMPLE
+- ▁ROOF
+- ▁FLOW
+- ▁SUPPOSED
+- ▁PRESERV
+- ▁L
+- ▁LISTENED
+- OC
+- ▁STO
+- ▁SECURE
+- ▁FRIGHTENED
+- ▁DISTURB
+- ▁EMOTION
+- ▁SERVANTS
+- ▁YO
+- ▁BUY
+- ▁FORCED
+- ▁KITCHEN
+- ▁TERROR
+- ▁STAIRS
+- ▁SIXTY
+- KER
+- ▁ORDINARY
+- ▁DIRECTLY
+- ▁HEADS
+- ▁METHOD
+- ▁FORGIVE
+- ▁AWFUL
+- ▁REFLECT
+- ▁GREATLY
+- ▁TALKED
+- ▁RIDE
+- STONE
+- ▁FAVOUR
+- ▁WELCOME
+- ▁SEIZED
+- OU
+- ▁CONTROL
+- ▁ORDERED
+- ▁ANGEL
+- ▁USUALLY
+- ▁POET
+- ▁BOLD
+- LINE
+- ▁ADVENTURE
+- ▁WATCHING
+- ▁FOLK
+- ▁MISTRESS
+- IZE
+- ▁GROWING
+- ▁CAVE
+- ▁EVIDENCE
+- ▁FINGER
+- ▁SEVENTEEN
+- ▁MOVING
+- EOUS
+- ▁DOESN
+- ▁COW
+- ▁TYPE
+- ▁BOIL
+- ▁TALE
+- ▁DELIVER
+- ▁FARM
+- ▁MONSIEUR
+- ▁GATHERED
+- ▁FEELINGS
+- ▁RATE
+- ▁REMARKED
+- ▁PUTTING
+- ▁MAT
+- ▁CONTRARY
+- ▁CRIME
+- ▁PLA
+- ▁COL
+- ▁NEARER
+- TES
+- ▁CIVIL
+- ▁SHAME
+- ▁LOOSE
+- ▁DISCOVER
+- ▁FLAT
+- ▁TWICE
+- ▁FAIL
+- VIS
+- ▁UNC
+- EA
+- ▁EUROPE
+- ▁PATIENT
+- ▁UNTO
+- ▁SUFFER
+- ▁PAIR
+- ▁TREASURE
+- OSE
+- ▁EAGER
+- ▁FLY
+- ▁N
+- ▁VAL
+- ▁DAN
+- ▁SALT
+- ▁BORE
+- BBE
+- ▁ARTHUR
+- ▁AFFAIRS
+- ▁SLOW
+- ▁CONSIST
+- ▁DEVIL
+- LAN
+- ▁AFFECTION
+- ▁ENGAGED
+- ▁KISS
+- ▁YA
+- ▁OFFICER
+- IFICATION
+- ▁LAMP
+- ▁PARTS
+- HEN
+- ▁MILK
+- ▁PROCESS
+- ▁GIFT
+- ▁PULLED
+- ▁HID
+- ▁RAY
+- ▁EXCELLENT
+- ▁IMPRESSION
+- ▁AUTHORITY
+- ▁PROVED
+- ▁TELLING
+- TTE
+- ▁TOWER
+- ▁CONSEQUENCE
+- ▁FAVOR
+- ▁FLEW
+- ▁CHARLES
+- ISTS
+- ▁ADDRESS
+- ▁FAMILIAR
+- ▁LIMIT
+- ▁CONFIDENCE
+- ▁RARE
+- ▁WEEKS
+- ▁WOODS
+- ▁INTENTION
+- ▁DIRECT
+- ▁PERFORM
+- ▁SOLEMN
+- ▁DISTANT
+- ▁IMAGE
+- ▁PRESIDENT
+- ▁FIRM
+- ▁INDIAN
+- ��RANK
+- ▁LIKED
+- ▁AGREE
+- ▁HOUSES
+- ▁WIL
+- ▁MATTERS
+- ▁PRISON
+- ▁MODE
+- ▁MAJOR
+- ▁WORKING
+- ▁SLIP
+- ▁WEIGHT
+- ▁AWARE
+- ▁BUSY
+- ▁LOOKS
+- ▁WOUND
+- ▁THOR
+- ▁BATH
+- ▁EXERCISE
+- ▁SIMILAR
+- ▁WORE
+- ▁AMOUNT
+- ▁QUESTIONS
+- ▁VIOLENT
+- ▁EXCUSE
+- ▁ASIDE
+- ▁TUR
+- ▁DULL
+- OF
+- ▁EMPEROR
+- ▁NEVERTHELESS
+- ▁SHOUT
+- ▁EXPLAINED
+- ▁SIZE
+- ▁ACCOMPLISH
+- FORD
+- CAN
+- ▁MISTAKE
+- ▁INSTANTLY
+- ▁SMOOTH
+- ▁STRIKE
+- ▁BOB
+- ISED
+- ▁HORROR
+- ▁SCIENCE
+- ▁PROTEST
+- ▁MANAGE
+- ▁OBEY
+- ▁NECESSITY
+- ▁SPLENDID
+- ▁PRESS
+- ▁INTERESTING
+- ▁RELIGION
+- ▁UNKNOWN
+- ▁FIERCE
+- ▁DISAPPEARED
+- ▁HOLY
+- ▁HATE
+- ▁PLAYED
+- ▁LIN
+- ▁NATURALLY
+- ▁DROVE
+- ▁LOUIS
+- TIES
+- ▁BRAND
+- INESS
+- RIE
+- ▁SHOOT
+- ▁CONSENT
+- ▁SEATED
+- ▁LINES
+- GUE
+- ▁AGREED
+- ▁CIRCLE
+- ▁STIR
+- ▁STREETS
+- ▁TASK
+- ▁RID
+- ▁PRODUCED
+- ▁ACCIDENT
+- ▁WITNESS
+- ▁LIBERTY
+- ▁DETAIL
+- ▁MINISTER
+- ▁POWERFUL
+- ▁SAVAGE
+- ▁SIXTEEN
+- ▁PRETEND
+- ▁COAST
+- ▁SQU
+- ▁UTTER
+- ▁NAMED
+- ▁CLEVER
+- ▁ADMIT
+- ▁COUPLE
+- ▁WICKED
+- ▁MESSAGE
+- ▁TEMPLE
+- ▁STONES
+- ▁YESTERDAY
+- ▁HILLS
+- DAY
+- ▁SLIGHT
+- ▁DIAMOND
+- ▁POSSIBLY
+- ▁AFFAIR
+- ▁ORIGINAL
+- ▁HEARING
+- ▁WORTHY
+- ▁SELL
+- NEY
+- ICK
+- ▁COTTAGE
+- ▁SACRIFICE
+- ▁PROGRESS
+- ▁SHOCK
+- ▁DESIGN
+- ▁SOUGHT
+- ▁PIT
+- ▁SUNDAY
+- ▁OTHERWISE
+- ▁CABIN
+- ▁PRAYER
+- ▁DWELL
+- ▁GAIN
+- ▁BRIDGE
+- ▁PARTICULARLY
+- ▁YIELD
+- ▁TREAT
+- RIGHT
+- ▁OAK
+- ▁ROPE
+- WIN
+- ▁ORDERS
+- ▁SUSPECT
+- ▁EDWARD
+- AB
+- ▁ELEVEN
+- ▁TEETH
+- ▁OCCURRED
+- DDING
+- ▁AMERICA
+- ▁FALLING
+- ▁LION
+- ▁DEPART
+- ▁KEEPING
+- ▁DEMAND
+- ▁PAUSED
+- ▁CEASED
+- INA
+- ▁FUN
+- ▁CHEER
+- ▁PARDON
+- ▁NATIVE
+- LUS
+- LOW
+- ▁DOGS
+- ▁REQUIRED
+- ILITY
+- ▁ELECT
+- ▁ENTERTAIN
+- ITUDE
+- ▁HUGE
+- ▁CARRYING
+- ▁BLU
+- ▁INSIST
+- ▁SATISFACTION
+- ▁HUNT
+- ▁COUNTENANCE
+- ▁UPPER
+- ▁MAIDEN
+- ▁FAILED
+- ▁JAMES
+- ▁FOREIGN
+- ▁GATHER
+- ▁TEST
+- BOARD
+- ▁TERMS
+- ▁SILK
+- ▁BEG
+- ▁BROTHERS
+- ▁PAGE
+- ▁KNEES
+- ▁SHOWN
+- ▁PROFESSOR
+- ▁MIGHTY
+- ▁DEFI
+- ▁CHARM
+- ▁REQUIRE
+- ▁LOG
+- MORE
+- ▁PROOF
+- ▁POSSESSED
+- ▁SOFTLY
+- ▁UNFORTUNATE
+- ▁PRICE
+- ▁SEVERE
+- ▁SINGING
+- ▁STAGE
+- ▁FREEDOM
+- ▁SHOUTED
+- ▁FARTHER
+- ▁MAJESTY
+- ▁PREVIOUS
+- ▁GUIDE
+- ▁MATCH
+- ▁CHEST
+- ▁INTENDED
+- ▁BI
+- ▁EXCITEMENT
+- ▁OFFICERS
+- ▁SUR
+- ▁SHAKE
+- ▁SENTIMENT
+- ▁GENTLY
+- ▁SUCCEEDED
+- ▁MENTION
+- ▁LOCK
+- ▁ACQUAINTANCE
+- ▁IMAGINATION
+- ▁PHYSICAL
+- ▁LEADING
+- ▁SLAVE
+- ▁CART
+- ▁POINTED
+- ▁STEAM
+- ▁SHADE
+- ▁PIPE
+- ▁BASE
+- ▁INVENT
+- ▁ALAS
+- ▁WORKED
+- ▁REGRET
+- ▁BUR
+- ▁FAITHFUL
+- ▁MENTIONED
+- ▁RECORD
+- ▁COMPLAIN
+- ▁SUPERIOR
+- ▁BAY
+- ▁PAL
+- EMENT
+- UE
+- ▁SEVENTY
+- ▁HOTEL
+- ▁SHEEP
+- ▁MEAL
+- ▁ADVICE
+- ▁HIDDEN
+- ▁DEMANDED
+- ▁CONSCIOUS
+- ▁BROW
+- ▁POSSESS
+- ▁FOURTH
+- ▁EVENTS
+- ▁FRI
+- ▁PRAISE
+- ▁ADVANCED
+- ▁RESOLVED
+- ▁STUFF
+- ▁CHEERFUL
+- ▁BIRTH
+- ▁GRIEF
+- ▁AFFORD
+- ▁FAIRY
+- ▁WAKE
+- ▁SIDES
+- ▁SUBSTANCE
+- ▁ARTICLE
+- ▁LEVEL
+- ▁MIST
+- ▁JOINED
+- ▁PRACTICAL
+- ▁CLEARLY
+- ▁TRACE
+- ▁AWAKE
+- ▁OBSERVE
+- ▁BASKET
+- ▁LACK
+- VILLE
+- ▁SPIRITS
+- ▁EXCITED
+- ▁ABANDON
+- ▁SHINING
+- ▁FULLY
+- ▁CALLING
+- ▁CONSIDERABLE
+- ▁SPRANG
+- ▁MILE
+- ▁DOZEN
+- ▁PEA
+- ▁DANGEROUS
+- ▁WIT
+- ▁JEW
+- ▁POUNDS
+- ▁FOX
+- ▁INFORMATION
+- ▁LIES
+- ▁DECK
+- NNY
+- ▁PAUL
+- ▁STARS
+- ▁ANGER
+- ▁SETTLE
+- ▁WILLING
+- ▁ADAM
+- ▁FACES
+- ▁SMITH
+- ▁IMPORTANCE
+- ▁STRAIN
+- WAR
+- ▁SAM
+- ▁FEATHER
+- ▁SERVED
+- ▁AUTHOR
+- ▁PERCEIVED
+- ▁FLAME
+- ▁DIVINE
+- ▁TRAIL
+- ▁ANYBODY
+- ▁SIGH
+- ▁DELICATE
+- KY
+- ▁FOLD
+- ▁HAVEN
+- ▁DESIRED
+- ▁CURIOSITY
+- ▁PRACTICE
+- ▁CONSIDERATION
+- ▁ABSOLUTELY
+- ▁CITIZEN
+- ▁BOTTLE
+- ▁INTERESTED
+- ▁MEAT
+- ▁OCCUPIED
+- ▁CHOOSE
+- ▁THROAT
+- ETTE
+- ▁CANDLE
+- ▁DAWN
+- ▁PROTECT
+- ▁SENTENCE
+- IED
+- ▁ROCKS
+- ▁PORTION
+- ▁APPARENTLY
+- ▁PRESENTED
+- ▁TIGHT
+- ▁ACTUALLY
+- ▁DYING
+- ▁HAM
+- ▁DAILY
+- ▁SUFFERED
+- ▁POLITICAL
+- ▁BODIES
+- ▁MODERN
+- ▁COMPLETELY
+- ▁SOONER
+- TAN
+- ▁PROP
+- ▁ADVANCE
+- ▁REFUSED
+- ▁FARMER
+- ▁POLITE
+- ▁THUNDER
+- ▁BRIEF
+- ▁ELSIE
+- ▁SAILOR
+- ▁SUGGESTED
+- ▁PLATE
+- ▁AID
+- ▁FLESH
+- ▁WEEP
+- ▁BUCK
+- ▁ANTI
+- ▁OCEAN
+- ▁SPEND
+- WELL
+- ▁ODD
+- ▁GOVERNOR
+- ▁ENTRANCE
+- ▁SUSPICION
+- ▁STEPPED
+- ▁RAPIDLY
+- ▁CHECK
+- ▁HIDE
+- ▁FLIGHT
+- ▁CLUB
+- ▁ENTIRE
+- ▁INDIANS
+- ASH
+- ▁CAPITAL
+- ▁MAMMA
+- HAR
+- ▁CORRECT
+- ▁CRACK
+- ▁SENSATION
+- ▁WORST
+- ▁PACE
+- ▁MIDST
+- ▁AUGUST
+- ▁PROPORTION
+- ▁INNOCENT
+- LINESS
+- ▁REGARDED
+- ��DRIVEN
+- ORD
+- ▁HASTE
+- ▁EDUCATION
+- ▁EMPLOY
+- ▁TRULY
+- ▁INSTRUMENT
+- ▁MAG
+- ▁FRAME
+- ▁FOOLISH
+- ▁TAUGHT
+- ▁HANG
+- ▁ARGUMENT
+- ▁NINETEEN
+- ▁ELDER
+- ▁NAY
+- ▁NEEDED
+- ▁NEIGHBOR
+- ▁INSTRUCT
+- ▁PAPERS
+- ▁REWARD
+- ▁EQUALLY
+- ▁FIELDS
+- ▁DIG
+- HIN
+- ▁CONDITIONS
+- JA
+- ▁SPAR
+- ▁REQUEST
+- ▁WORN
+- ▁REMARKABLE
+- ▁LOAD
+- ▁WORSHIP
+- ▁PARK
+- ▁KI
+- ▁INTERRUPTED
+- ▁SKILL
+- ▁TERM
+- LAC
+- ▁CRITIC
+- ▁DISTRESS
+- ▁BELIEF
+- ▁STERN
+- IGHT
+- ▁TRACK
+- ▁HUNTING
+- ▁JEWEL
+- ▁GRADUALLY
+- ▁GLOW
+- ▁RUSHED
+- ▁MENTAL
+- ▁VISITOR
+- ▁PICKED
+- ▁BEHOLD
+- ▁EXPRESSED
+- ▁RUB
+- ▁SKI
+- ARTAGNAN
+- ▁MOREOVER
+- ▁OPERATION
+- ▁CAREFUL
+- ▁KEEN
+- ▁ASSERT
+- ▁WANDER
+- ▁ENEMIES
+- ▁MYSTERIOUS
+- ▁DEPTH
+- ▁PREFER
+- ▁CROSSED
+- ▁CHARMING
+- ▁DREAD
+- ▁FLOUR
+- ▁ROBIN
+- ▁TRE
+- ▁RELIEF
+- ▁INQUIRED
+- ▁APPLE
+- ▁HENCE
+- ▁WINGS
+- ▁CHOICE
+- ▁JUD
+- OO
+- ▁SPECIES
+- ▁DELIGHTED
+- IUM
+- ▁RAPID
+- ▁APPEAL
+- ▁FAMOUS
+- ▁USEFUL
+- ▁HELEN
+- ▁NEWSPAPER
+- ▁PLENTY
+- ▁BEARING
+- ▁NERVOUS
+- ▁PARA
+- ▁URGE
+- ▁ROAR
+- ▁WOUNDED
+- ▁CHAIN
+- ▁PRODUCE
+- ▁REFLECTION
+- ▁MERCHANT
+- ▁QUARREL
+- ▁GLORY
+- ▁BEGUN
+- ▁BARON
+- CUS
+- ▁QUEER
+- ▁MIX
+- ▁GAZE
+- ▁WHISPER
+- ▁BURIED
+- ▁DIV
+- ▁CARD
+- ▁FREQUENTLY
+- ▁TIP
+- ▁KNEE
+- ▁REGION
+- ▁ROOT
+- ▁LEST
+- ▁JEALOUS
+- CTOR
+- ▁SAVED
+- ▁ASKING
+- ▁TRIP
+- QUA
+- ▁UNION
+- HY
+- ▁COMPANIONS
+- ▁SHIPS
+- ▁HALE
+- ▁APPROACHED
+- ▁HARRY
+- ▁DRUNK
+- ▁ARRIVAL
+- ▁SLEPT
+- ▁FURNISH
+- HEAD
+- ▁PIG
+- ▁ABSENCE
+- ▁PHIL
+- ▁HEAP
+- ▁SHOES
+- ▁CONSCIOUSNESS
+- ▁KINDLY
+- ▁EVIDENT
+- ▁SCAR
+- ▁DETERMIN
+- ▁GRASP
+- ▁STEAL
+- ▁OWE
+- ▁KNIFE
+- ▁PRECIOUS
+- ▁ELEMENT
+- ▁PROCEEDED
+- ▁FEVER
+- ▁LEADER
+- ▁RISK
+- ▁EASE
+- ▁GRIM
+- ▁MOUNT
+- ▁MEANWHILE
+- ▁CENTURY
+- OON
+- ▁JUDGMENT
+- ▁AROSE
+- ▁VISION
+- ▁SPARE
+- ▁EXTREME
+- ▁CONSTANT
+- ▁OBSERVATION
+- ▁THRUST
+- ▁DELAY
+- ▁CENT
+- ▁INCLUD
+- ▁LIFT
+- ▁ADMIRE
+- ▁ISSUE
+- ▁FRIENDSHIP
+- ▁LESSON
+- ▁PRINCIPAL
+- ▁MOURN
+- ▁ACCEPTED
+- ▁BURNING
+- ▁CAPABLE
+- ▁EXTRAORDINARY
+- ▁SANG
+- ▁REMOVED
+- ▁HOPED
+- ▁HORN
+- ▁ALICE
+- ▁MUD
+- ▁APARTMENT
+- ▁FIGHTING
+- ▁BLAME
+- ▁TREMBLING
+- ▁SOMEBODY
+- ▁ANYONE
+- ▁BRIDE
+- ▁READER
+- ▁ROB
+- ▁EVERYWHERE
+- ▁LABOUR
+- ▁RECALL
+- ▁BULL
+- ▁HIT
+- ▁COUNCIL
+- ▁POPULAR
+- ▁CHAP
+- ▁TRIAL
+- ▁DUN
+- ▁WISHES
+- ▁BRILLIANT
+- ▁ASSURED
+- ▁FORGOT
+- ▁CONTINUE
+- ▁ACKNOWLEDG
+- ▁RETREAT
+- ▁INCREASED
+- ▁CONTEMPT
+- ▁GRANDFATHER
+- ▁SYMPATHY
+- ▁GHOST
+- ▁STRETCHED
+- ▁CREATURES
+- ▁CAB
+- ▁HIND
+- ▁PLAYING
+- ▁MISERABLE
+- ▁MEMBERS
+- ▁KINDNESS
+- ▁HIGHEST
+- ▁PRIM
+- ▁KISSED
+- ▁DESERVE
+- ▁HUT
+- ▁BEGGED
+- ▁EIGHTY
+- ▁CLOSELY
+- ▁WONDERED
+- ▁MILITARY
+- ▁REMIND
+- ▁ACCORDINGLY
+- ▁LARGER
+- ▁MAINTAIN
+- ▁ENGINE
+- ▁MOTIVE
+- ▁DESTROY
+- ▁STRIP
+- ▁HANS
+- ▁AHEAD
+- ▁INFINITE
+- ▁PROMPT
+- ▁INFORMED
+- TTLE
+- ▁PEER
+- ▁PRESSED
+- ▁TRAP
+- ▁SOMEWHERE
+- ▁BOUGHT
+- ▁VISIBLE
+- ▁ASHAMED
+- ▁TEAR
+- ▁NEIGHBOUR
+- ▁CONSTITUTION
+- ▁INTELLIGENCE
+- ▁PROFESSION
+- ▁HUNGRY
+- RIDGE
+- ▁SMELL
+- ▁STORIES
+- ▁LISTENING
+- ▁APPROACH
+- ▁STRING
+- ▁EXPLANATION
+- ▁IMMENSE
+- ▁RELIGIOUS
+- ▁THROUGHOUT
+- ▁HOLLOW
+- ▁AWAIT
+- ▁FLYING
+- ▁SCREAM
+- ▁ACTIVE
+- ▁RUM
+- ▁PRODUCT
+- ▁UNHAPPY
+- ▁VAGUE
+- ARIES
+- ▁ELIZABETH
+- ▁STUPID
+- ▁DIGNITY
+- ▁ISABEL
+- GAR
+- ▁BRO
+- ▁PITCH
+- ▁COMRADE
+- ▁STIFF
+- ▁RECKON
+- ▁SOLD
+- ▁SPARK
+- ▁STRO
+- ▁CRYING
+- ▁MAGIC
+- ▁REPEAT
+- PORT
+- ▁MARKED
+- ▁COMFORTABLE
+- ▁PROJECT
+- ▁BECOMING
+- ▁PARENTS
+- ▁SHELTER
+- ▁STOLE
+- ▁HINT
+- ▁NEST
+- ▁TRICK
+- ▁THOROUGHLY
+- ▁HOSPITAL
+- ▁WEAPON
+- ▁ROME
+- ▁STYLE
+- ▁ADMITTED
+- ▁SAFETY
+- FIELD
+- ▁UNDERSTANDING
+- ▁TREMBLE
+- ▁PRINT
+- ▁SLAVES
+- ▁WEARY
+- ▁ARTIST
+- ▁CREDIT
+- BURG
+- ▁CONCLUSION
+- ▁SELDOM
+- ▁UNUSUAL
+- ▁CLOUDS
+- ▁UNABLE
+- ▁GAY
+- ▁HANGING
+- ▁SCR
+- ▁BOWED
+- ▁DAVID
+- ▁VOL
+- ▁PUSHED
+- ▁ESCAPED
+- MOND
+- ▁WARN
+- ▁BETRAY
+- ▁EGGS
+- ▁PLAINLY
+- ▁EXHIBIT
+- ▁DISPLAY
+- ▁MEMBER
+- ▁GRIN
+- ▁PROSPECT
+- ▁BRUSH
+- ▁BID
+- ▁SUCCESSFUL
+- ▁EXTENT
+- ▁PERSUADE
+- ▁MID
+- ▁MOOD
+- ▁ARRANGED
+- ▁UNIVERSAL
+- ▁JIM
+- ▁SIGNAL
+- ▁WHILST
+- ▁PHILIP
+- ▁WOLF
+- RATE
+- ▁EAGERLY
+- ▁BILLY
+- ▁RETURNING
+- ▁CONSCIENCE
+- ▁FORTUNATE
+- ▁FEMALE
+- ▁GLEAM
+- ▁HASTILY
+- ▁PROVIDED
+- ▁OBTAIN
+- ▁INSTINCT
+- ▁CONCERNED
+- ▁CONCERNING
+- ▁SOMEHOW
+- ▁PINK
+- ▁RAGE
+- ▁ACCUSTOMED
+- ▁UNCONSCIOUS
+- ▁ADVISE
+- ▁BRANCHES
+- ▁TINY
+- ▁REFUSE
+- ▁BISHOP
+- ▁SUPPLY
+- ▁PEASANT
+- ▁LAWYER
+- ▁WASTE
+- ▁CONNECTION
+- ▁DEVELOP
+- ▁CORRESPOND
+- ▁PLUM
+- ▁NODDED
+- ▁SLIPPED
+- ▁EU
+- ▁CONSTANTLY
+- CUM
+- MMED
+- ▁FAIRLY
+- HOUSE
+- ▁KIT
+- ▁RANG
+- ▁FEATURES
+- ▁PAUSE
+- ▁PAINFUL
+- ▁JOE
+- ▁WHENCE
+- ▁LAUGHTER
+- ▁COACH
+- ▁CHRISTMAS
+- ▁EATING
+- ▁WHOLLY
+- ▁APART
+- ▁SUPER
+- ▁REVOLUTION
+- ▁LONELY
+- ▁CHEEKS
+- ▁THRONE
+- ▁CREW
+- ▁ATTAIN
+- ▁ESTABLISHED
+- TIME
+- ▁DASH
+- ▁FRIENDLY
+- ▁OPERA
+- ▁EARL
+- ▁EXHAUST
+- ▁CLIFF
+- ▁REVEAL
+- ▁ADOPT
+- ▁CENTRE
+- ▁MERRY
+- ▁SYLVIA
+- ▁IDEAL
+- ▁MISFORTUNE
+- ▁FEAST
+- ▁ARAB
+- ▁NUT
+- ▁FETCH
+- ▁FOUGHT
+- ▁PILE
+- ▁SETTING
+- ▁SOURCE
+- ▁PERSIST
+- ▁MERCY
+- ▁BARK
+- ▁LUC
+- ▁DEEPLY
+- ▁COMPARE
+- ▁ATTITUDE
+- ▁ENDURE
+- ▁DELIGHTFUL
+- ▁BEARD
+- ▁PATIENCE
+- ▁LOCAL
+- ▁UTTERED
+- ▁VICTORY
+- ▁TREATED
+- ▁SEPARATE
+- ▁WAG
+- ▁DRAGG
+- ▁TITLE
+- ▁TROOPS
+- ▁TRIUMPH
+- ▁REAR
+- ▁GAINED
+- ▁SINK
+- ▁DEFEND
+- ▁TIED
+- ▁FLED
+- ▁DARED
+- ▁INCREASE
+- ▁POND
+- ▁CONQUER
+- ▁FOREHEAD
+- ▁FAN
+- ▁ANXIETY
+- ▁ENCOUNTER
+- ▁SEX
+- ▁HALT
+- ▁SANK
+- ▁CHEEK
+- ▁HUMBLE
+- ▁WRITER
+- ▁EMPLOYED
+- ▁DISTINGUISHED
+- ▁RAISE
+- ▁WHIP
+- ▁GIANT
+- ▁RANGE
+- ▁OBTAINED
+- ▁FLAG
+- ▁MAC
+- ▁JUMPED
+- ▁DISCOVERY
+- ▁NATIONAL
+- ▁COMMISSION
+- ▁POSITIVE
+- ▁LOVING
+- ▁EXACT
+- ▁MURMURED
+- ▁GAZED
+- ▁REFER
+- ▁COLLEGE
+- ▁ENCOURAGE
+- ▁NOVEL
+- ▁CLOCK
+- ▁MORTAL
+- ▁ROLLED
+- ▁RAT
+- IZING
+- ▁GUILTY
+- ▁VICTOR
+- WORTH
+- ▁PRA
+- ▁APPROACHING
+- ▁RELATIVE
+- ▁ESTATE
+- ▁UGLY
+- ▁METAL
+- ▁ROBERT
+- ▁TENT
+- ▁ADMIRATION
+- ▁FOURTEEN
+- ▁BARBAR
+- ▁WITCH
+- ELLA
+- ▁CAKE
+- ▁SHONE
+- ▁MANAGED
+- ▁VOLUME
+- ▁GREEK
+- ▁DANCING
+- ▁WRETCHED
+- ▁CONDEMN
+- ▁MAGNIFICENT
+- ▁CONSULT
+- J
+- ▁ORGAN
+- ▁FLEET
+- ▁ARRANGEMENT
+- ▁INCIDENT
+- ▁MISERY
+- ▁ARROW
+- ▁STROKE
+- ▁ASSIST
+- ▁BUILD
+- ▁SUCCEED
+- ▁DESPERATE
+- ▁WIDOW
+- UDE
+- ▁MARKET
+- ▁WISDOM
+- ▁PRECISE
+- ▁CURRENT
+- ▁SPOIL
+- ▁BADE
+- ▁WOODEN
+- ▁RESIST
+- ▁OBVIOUS
+- ▁SENSIBLE
+- FALL
+- ▁ADDRESSED
+- ▁GIL
+- ▁COUNSEL
+- ▁PURCHASE
+- ▁SELECT
+- ▁USELESS
+- ▁STARED
+- ▁ARREST
+- ▁POISON
+- ▁FIN
+- ▁SWALLOW
+- ▁BLOCK
+- ▁SLID
+- ▁NINETY
+- ▁SPORT
+- ▁PROVIDE
+- ▁ANNA
+- ▁LAMB
+- ▁INTERVAL
+- ▁JUMP
+- ▁DESCRIBED
+- ▁STRIKING
+- ▁PROVISION
+- ▁PROPOSED
+- ▁MELANCHOLY
+- ▁WARRIOR
+- ▁SUGGEST
+- ▁DEPARTURE
+- ▁BURDEN
+- ▁LIMB
+- ▁TROUBLED
+- ▁MEADOW
+- ▁SACRED
+- ▁SOLID
+- ▁TRU
+- ▁LUCY
+- ▁RECOVER
+- ▁ENERGY
+- ▁POWDER
+- ▁RESUMED
+- ▁INTENSE
+- ▁BRITISH
+- ▁STRAW
+- ▁AGREEABLE
+- ▁EVERYONE
+- ▁CONCERN
+- ▁VOYAGE
+- ▁SOUTHERN
+- ▁BOSOM
+- ▁UTTERLY
+- ▁FEED
+- ▁ESSENTIAL
+- ▁CONFINE
+- ▁HOUSEHOLD
+- ▁EXTREMELY
+- ▁WONDERING
+- ▁LIST
+- ▁PINE
+- PHA
+- ▁EXPERIMENT
+- ▁JOSEPH
+- ▁MYSTERY
+- ▁RESTORE
+- ▁BLUSH
+- FOLD
+- ▁CHOSEN
+- ▁INTELLECT
+- ▁CURTAIN
+- OLOGY
+- ▁MOUNTED
+- ▁LAP
+- ▁EPI
+- ▁PUNISH
+- ▁WEDDING
+- ▁RECOGNIZED
+- ▁DRIFT
+- ▁PREPARATION
+- ▁RESOLUTION
+- ▁OPPRESS
+- ▁FIX
+- ▁VICTIM
+- OGRAPH
+- ▁SUMMON
+- ▁JULIA
+- ▁FLOOD
+- ▁WAL
+- ULATION
+- ▁SLIGHTLY
+- ▁LODGE
+- ▁WIRE
+- ▁CONFUSION
+- ▁UNEXPECTED
+- ▁CONCEIVE
+- ▁PRIZE
+- ▁JESUS
+- ▁ADDITION
+- ▁RUDE
+- ▁FATAL
+- ▁CARELESS
+- ▁PATCH
+- ▁KO
+- ▁CATHERINE
+- ▁PARLIAMENT
+- ▁PROFOUND
+- ▁ALOUD
+- ▁RELIEVE
+- ▁PUSH
+- ABILITY
+- ▁ACCOMPANIED
+- ▁SOVEREIGN
+- ▁SINGULAR
+- ▁ECHO
+- ▁COMPOSED
+- ▁SHAKING
+- ATORY
+- ▁ASSISTANCE
+- ▁TEACHER
+- ▁HORRIBLE
+- ▁STRICT
+- ▁VERSE
+- ▁PUNISHMENT
+- ▁GOWN
+- ▁MISTAKEN
+- ▁VARI
+- ▁SWEPT
+- ▁GESTURE
+- ▁BUSH
+- ▁STEEL
+- ▁AFFECTED
+- ▁DIRECTED
+- ▁SURROUNDED
+- ▁ABSURD
+- ▁SUGAR
+- ▁SCRAP
+- ▁IMMEDIATE
+- ▁SADDLE
+- ▁TY
+- ▁ARISE
+- ▁SIGHED
+- ▁EXCHANGE
+- ▁IMPATIENT
+- ▁SNAP
+- ▁EMBRACE
+- ▁DISEASE
+- ▁PROFIT
+- ▁RIDING
+- ▁RECOVERED
+- ▁GOVERN
+- ▁STRETCH
+- ▁CONVINCED
+- ▁LEANING
+- ▁DOMESTIC
+- ▁COMPLEX
+- ▁MANIFEST
+- ▁INDULGE
+- ▁GENIUS
+- ▁AGENT
+- ▁VEIL
+- ▁DESCRIPTION
+- ▁INCLINED
+- ▁DECEIVE
+- ▁DARLING
+- ▁REIGN
+- HU
+- ▁ENORMOUS
+- ▁RESTRAIN
+- ▁DUTIES
+- BURY
+- TTERED
+- ▁POLE
+- ▁ENABLE
+- ▁EXCEPTION
+- ▁INTIMATE
+- ▁COUNTESS
+- ▁TRIBE
+- ▁HANDKERCHIEF
+- ▁MIDNIGHT
+- ▁PROBLEM
+- ▁TRAMP
+- ▁OIL
+- CAST
+- ▁CRUSH
+- ▁DISCUSS
+- ▁RAM
+- ▁TROT
+- ▁UNRE
+- ▁WHIRL
+- ▁LOCKED
+- ▁HORIZON
+- ▁OFFICIAL
+- ▁SCHEME
+- ▁DROWN
+- ▁PIERRE
+- ▁PERMITTED
+- ▁CONNECTED
+- ▁ASSURE
+- ▁COCK
+- ▁UTMOST
+- ▁DEVOTED
+- ▁RELI
+- ▁SUFFICIENTLY
+- ▁INTELLECTUAL
+- ▁CARPET
+- ▁OBJECTION
+- ▁AFTERWARD
+- ▁REALITY
+- ▁NEGRO
+- ▁RETAIN
+- ▁ASCEND
+- ▁CEASE
+- ▁KATE
+- ▁MARVEL
+- KO
+- ▁BOND
+- MOST
+- ▁COAL
+- GATE
+- ▁IGNORANT
+- ▁BREAKING
+- ▁TWIN
+- ▁ASTONISHMENT
+- ▁COFFEE
+- ▁JAR
+- ▁CITIES
+- ▁ORIGIN
+- ▁EXECUT
+- ▁FINAL
+- ▁INHABITANTS
+- ▁STABLE
+- ▁CHIN
+- ▁PARTIES
+- ▁PLUNGE
+- ▁GENEROUS
+- ▁DESCRIBE
+- ▁ANNOUNCED
+- ▁MERIT
+- ▁REVERE
+- ▁ERE
+- ACIOUS
+- ZI
+- ▁DISAPPOINT
+- ▁SUGGESTION
+- ▁DOUBTLESS
+- ▁TRUNK
+- ▁STAMP
+- ▁JOB
+- ▁APPOINTED
+- ▁DIVIDED
+- ▁ACQUAINTED
+- CHI
+- ▁ABSOLUTE
+- ▁FEARFUL
+- ▁PRIVILEGE
+- ▁CRAFT
+- ▁STEEP
+- ▁HUNTER
+- ▁FORBID
+- ▁MODEST
+- ▁ENDEAVOUR
+- ▁SWEEP
+- ▁BEHELD
+- ▁ABSORB
+- ▁CONSTRUCT
+- ▁EMPIRE
+- ▁EXPEDITION
+- ▁ERECT
+- ▁OFFEND
+- ▁INTEND
+- ▁PERMIT
+- ▁DESTROYED
+- ▁CONTRACT
+- ▁THIRST
+- ▁WAGON
+- ▁EVA
+- ▁GLOOM
+- ▁ATMOSPHERE
+- ▁RESERVE
+- ▁VOTE
+- ▁GER
+- ▁NONSENSE
+- ▁PREVAIL
+- ▁QUALITY
+- ▁CLASP
+- ▁CONCLUDED
+- ▁RAP
+- ▁KATY
+- ▁ETERNAL
+- ▁MUTTERED
+- ▁NEGLECT
+- ▁SQUIRE
+- ▁CREEP
+- LOCK
+- ▁ELECTRIC
+- ▁HAY
+- ▁EXPENSE
+- ▁SCORN
+- ▁RETIRED
+- ▁STOUT
+- ▁MURMUR
+- ▁SHARPLY
+- ▁DISTRICT
+- ▁LEAF
+- ▁FAILURE
+- WICK
+- ▁JEAN
+- ▁NUMEROUS
+- ▁INFANT
+- ▁REALIZED
+- ▁TRAVELLER
+- ▁HUNGER
+- ▁JUNE
+- ▁MUN
+- ▁RECOMMEND
+- ▁CREP
+- ZZLE
+- ▁RICHARD
+- WORK
+- ▁MONTE
+- ▁PREACH
+- ▁PALM
+- AVI
+- ▁ANYWHERE
+- ▁DISPOSITION
+- ▁MIRROR
+- ▁VENTURE
+- ▁POUND
+- ▁CIGAR
+- ▁INVITED
+- ▁BENCH
+- ▁PROTECTION
+- ▁BENEFIT
+- ▁THOMAS
+- ▁CLERK
+- ▁REPROACH
+- ▁UNIFORM
+- ▁GENERATION
+- ▁SEAL
+- ▁COMPASS
+- ▁WARNING
+- ▁EXTENDED
+- ▁DIFFICULTIES
+- ▁MAYBE
+- ▁GROAN
+- ▁AFFECT
+- ▁COMB
+- ▁EARN
+- ▁WESTERN
+- ▁IDLE
+- ▁SCORE
+- ▁TAP
+- ▁ASTONISHED
+- ▁INTRODUCED
+- ▁LEISURE
+- ▁LIEUTENANT
+- ▁VIOLENCE
+- ▁FIRMLY
+- ▁MONSTER
+- ▁UR
+- ▁PROPERLY
+- ▁TWIST
+- ▁PIRATE
+- ▁ROBBER
+- ▁BATTER
+- ▁WEPT
+- ▁LEANED
+- ▁FOG
+- ▁ORNAMENT
+- ▁ANDREW
+- ▁BUSHES
+- ▁REPUBLIC
+- ▁CONFIDENT
+- ▁LEAN
+- ▁DART
+- ▁STOOP
+- ▁CURL
+- ▁COUNTER
+- ▁NORTHERN
+- ▁PEARL
+- ▁NEAREST
+- ▁FRANCIS
+- ▁WANDERING
+- ▁FREQUENT
+- ▁STARTLED
+- ▁STATEMENT
+- ▁OCCUR
+- ▁BLOOM
+- ▁NERVE
+- ▁INSPECT
+- ▁INDUCE
+- ▁FLATTER
+- ▁DATE
+- ▁AMBITION
+- ▁SLOPE
+- ▁MALE
+- ▁MADAM
+- ▁MONK
+- ▁RENT
+- ▁CONFIRM
+- ▁INVESTIGAT
+- ▁RABBIT
+- ▁REGIMENT
+- ▁SUBMIT
+- ▁SPELL
+- ▁FURIOUS
+- ▁RAIL
+- ▁BESTOW
+- ▁RALPH
+- ▁SCATTERED
+- ▁COMPELLED
+- ▁THREAD
+- ▁CHILL
+- ▁DENY
+- ▁PRONOUNC
+- ▁MANKIND
+- ▁CATTLE
+- ▁EXECUTION
+- ▁REBEL
+- ▁SUPREME
+- ▁VALUABLE
+- ▁LIKEWISE
+- ▁CONVEY
+- ▁TIDE
+- ▁GLOOMY
+- ▁COIN
+- ▁ACTUAL
+- ▁TAX
+- ▁PROVINCE
+- ▁GRATEFUL
+- ▁SPIRITUAL
+- ▁VANISHED
+- ▁DIANA
+- ▁HAUNT
+- ▁DRAGON
+- ▁CRAWL
+- ▁CHINA
+- ▁GRATITUDE
+- ▁NEAT
+- ▁FINISH
+- ▁INTENT
+- ▁FRIGHT
+- ▁EMBARRASS
+- ▁THIRTEEN
+- ▁RUTH
+- ▁SLIGHTEST
+- ▁DEVELOPMENT
+- ▁INTERVIEW
+- ▁SPECTACLE
+- ▁BROOK
+- VIE
+- ▁WEAKNESS
+- ▁AUDIENCE
+- ▁CONSEQUENTLY
+- ▁ABROAD
+- ▁ASPECT
+- ▁PAINTED
+- ▁RELEASE
+- ▁INSULT
+- ▁SOOTH
+- ▁DISAPPOINTMENT
+- ▁EMERG
+- ▁BRIG
+- ▁ESTEEM
+- ▁INVITATION
+- ▁PASSENGER
+- ▁PUBLISH
+- ▁PIANO
+- ▁IRISH
+- ▁DESK
+- ▁BEATEN
+- ▁FIFTH
+- ▁IMPULSE
+- ▁SWEAR
+- ▁EATEN
+- ▁PURPLE
+- ▁COMMITTED
+- ▁COUNTRIES
+- ▁PERCEIVE
+- ISON
+- ▁CELEBRAT
+- ▁GRANDMOTHER
+- ▁SHUDDER
+- ▁SUNSHINE
+- ▁SPANISH
+- ▁HITHERTO
+- ▁MARILLA
+- ▁SNAKE
+- ▁MOCK
+- ▁INTERFERE
+- ▁WALTER
+- ▁AMID
+- ▁MARBLE
+- ▁MISSION
+- TERIOR
+- ▁DRIVING
+- ▁FURNITURE
+- ▁STEADY
+- ▁CIRCUMSTANCE
+- ▁INTERPRET
+- ▁ENCHANT
+- ▁ERROR
+- ▁CONVICTION
+- ▁HELPLESS
+- ▁MEDICINE
+- ▁QUALITIES
+- ▁ITALIAN
+- ▁HASTENED
+- ▁OCCASIONALLY
+- ▁PURSUED
+- ▁HESITATED
+- ▁INDEPENDENT
+- ▁OLIVER
+- ▁LINGER
+- UX
+- ▁EXAMINED
+- ▁REPENT
+- ▁PHYSICIAN
+- ▁CHASE
+- ▁BELOVED
+- ▁ATTACHED
+- ▁FLORENCE
+- ▁HONEY
+- ▁MOUSE
+- ▁CRIES
+- ▁BAKE
+- ▁POEM
+- ▁DESTRUCTION
+- ▁FULFIL
+- ▁MESSENGER
+- ▁TRISTRAM
+- ▁FANCIED
+- ▁EXCESS
+- ▁CURSE
+- ▁CHU
+- ▁QUANTITY
+- ▁THORNTON
+- ▁CREATED
+- ▁CONTINUALLY
+- ▁LIGHTNING
+- ▁BORNE
+- ▁TOTAL
+- ▁DISPOSED
+- ▁RIFLE
+- ▁POLLY
+- ▁GOAT
+- ▁BACKWARD
+- ▁VIRGINIA
+- ▁KICK
+- ▁PERIL
+- ▁QUO
+- ▁GLORIOUS
+- ▁MULTITUDE
+- ▁LEATHER
+- ▁ABSENT
+- ▁DEMON
+- ▁DEBT
+- ▁TORTURE
+- ▁ACCORD
+- ▁MATE
+- ▁CATHOLIC
+- ▁PILL
+- ▁LIBRARY
+- ▁PURSUIT
+- ▁SHIRT
+- ▁DEAREST
+- ▁COLLAR
+- ▁BEACH
+- ▁ROBE
+- ▁DECLARE
+- ▁BRANCH
+- ▁TEMPT
+- ▁STEADILY
+- ▁DISGUST
+- ▁SILLY
+- ▁ARRIVE
+- ▁DRANK
+- ▁LEVI
+- ▁COMMUNICAT
+- ▁RACHEL
+- ▁WASHINGTON
+- ▁RESIGN
+- ▁MEANTIME
+- ▁LACE
+- ▁ENGAGEMENT
+- ▁QUIVER
+- ▁SEPARATED
+- ▁DISCUSSION
+- ▁VENTURED
+- ▁SURROUNDING
+- ▁POLISH
+- ▁NAIL
+- ▁SWELL
+- ▁JOKE
+- ▁LINCOLN
+- ▁STUDENT
+- ▁GLITTER
+- ▁RUSSIAN
+- ▁READILY
+- ▁CHRIS
+- ▁POVERTY
+- ▁DISGRACE
+- ▁CHEESE
+- ▁HEAVILY
+- ▁SCALE
+- ▁STAFF
+- ▁ENTREAT
+- ▁FAREWELL
+- ▁LUNCH
+- ▁PEEP
+- ▁MULE
+- ▁SOMEONE
+- ▁DISAPPEAR
+- ▁DECISION
+- ▁PISTOL
+- ▁PUN
+- ▁SPUR
+- ▁ASSUMED
+- ▁EXTEND
+- ▁ENTHUSIASM
+- ▁DEFINITE
+- ▁UNDERTAKE
+- ▁COMMITTEE
+- ▁SIMON
+- ▁FENCE
+- ▁APPLIED
+- ▁RELATED
+- ▁VICE
+- ▁UNPLEASANT
+- ▁PROBABLE
+- ▁PROCURE
+- ▁FROWN
+- ▁CLOAK
+- ▁HUMANITY
+- ▁FAMILIES
+- ▁PHILOSOPHER
+- ▁DWARF
+- ▁OVERCOME
+- ▁DEFEAT
+- ▁FASTENED
+- ▁MARSH
+- ▁CLASSES
+- ▁TOMB
+- ▁GRACIOUS
+- ▁REMOTE
+- ▁CELL
+- ▁SHRIEK
+- ▁RESCUE
+- ▁POOL
+- ▁ORGANIZ
+- ▁CHOSE
+- ▁CUTTING
+- ▁COWARD
+- ▁BORDER
+- ▁DIRTY
+- ▁MONKEY
+- ▁HOOK
+- ▁CHUCK
+- ▁EMILY
+- ▁JEST
+- ▁PLAC
+- ▁WEIGH
+- ▁ASSOCIATE
+- ▁GLIMPSE
+- ▁STUCK
+- ▁BOLT
+- ▁MURDERER
+- ▁PONY
+- ▁DISTINGUISH
+- ▁INSTITUTION
+- ▁CUNNING
+- ▁COMPLIMENT
+- ▁APPETITE
+- ▁REPUTATION
+- ▁FEEBLE
+- ▁KIN
+- ▁SERIES
+- ▁GRACEFUL
+- ▁PLATFORM
+- ▁BREEZE
+- ▁PHRASE
+- ▁CLAY
+- MONT
+- ▁RATTL
+- ▁OPPOSITION
+- ▁LANE
+- ▁BOAST
+- ▁GROWTH
+- ▁INCLINATION
+- ▁BEHAVE
+- ▁SUSAN
+- ▁DISTINCTION
+- ▁DISLIKE
+- ▁NICHOLAS
+- ▁SATISFY
+- ▁DRAMA
+- ▁ELBOW
+- ▁GAZING
+- ▁CONSUM
+- ▁SPIN
+- ▁OATH
+- ▁CHANNEL
+- ▁CHARACTERISTIC
+- ▁SPEAR
+- ▁SLAIN
+- ▁SAUCE
+- ▁FROG
+- ▁CONCEPTION
+- ▁TIMID
+- ▁ZEAL
+- ▁APPARENT
+- SHIRE
+- ▁CENTER
+- ▁VARIETY
+- ▁DUSK
+- ▁APT
+- ▁COLUMN
+- ▁REVENGE
+- ▁RIVAL
+- ▁IMITAT
+- ▁PASSIONATE
+- ▁SELFISH
+- ▁NORMAN
+- ▁REPAIR
+- ▁THRILL
+- ▁TREATMENT
+- ▁ROSA
+- ▁MARTIN
+- ▁INDIFFERENT
+- ▁THITHER
+- ▁GALLANT
+- ▁PEPPER
+- ▁RECOLLECT
+- ▁VINE
+- ▁SCARCE
+- ▁SHIELD
+- ▁MINGLED
+- CLOSE
+- ▁HARSH
+- ▁BRICK
+- ▁HUMOR
+- ▁MISCHIEF
+- ▁TREMENDOUS
+- ▁FUNCTION
+- ▁SMART
+- ▁SULTAN
+- ▁DISMISS
+- ▁THREATENED
+- ▁CHEAP
+- ▁FLOCK
+- ▁ENDEAVOR
+- ▁WHISK
+- ▁ITALY
+- ▁WAIST
+- ▁FLUTTER
+- ▁SMOKING
+- ▁MONARCH
+- ▁AFRICA
+- ▁ACCUSE
+- ▁HERBERT
+- ▁REFRESH
+- ▁REJOICE
+- ▁PILLOW
+- ▁EXPECTATION
+- ▁POETRY
+- ▁HOPELESS
+- ▁PERISH
+- ▁PHILOSOPHY
+- ▁WHISTLE
+- ▁BERNARD
+- ▁LAMENT
+- ▁IMPROVE
+- ▁SUP
+- ▁PERPLEX
+- ▁FOUNTAIN
+- ▁LEAGUE
+- ▁DESPISE
+- ▁IGNORANCE
+- ▁REFERENCE
+- ▁DUCK
+- ▁GROVE
+- ▁PURSE
+- ▁PARTNER
+- ▁PROPHET
+- ▁SHIVER
+- ▁NEIGHBOURHOOD
+- ▁REPRESENTATIVE
+- SAIL
+- ▁WIP
+- ▁ACQUIRED
+- ▁CHIMNEY
+- ▁DOCTRINE
+- ▁MAXIM
+- ▁ANGLE
+- ▁MAJORITY
+- ▁AUTUMN
+- ▁CONFUSED
+- ▁CRISTO
+- ▁ACHIEVE
+- ▁DISGUISE
+- ▁REDUCED
+- ▁EARLIER
+- ▁THEATRE
+- ▁DECIDE
+- MINATED
+- OLOGICAL
+- ▁OCCUPATION
+- ▁VIGOROUS
+- ▁CONTINENT
+- ▁DECLINE
+- ▁COMMUNITY
+- ▁MOTIONLESS
+- ▁HATRED
+- ▁COMMUNICATION
+- ▁BOWL
+- ▁COMMENT
+- ▁APPROVE
+- ▁CEREMONY
+- ▁CRIMINAL
+- ▁SCIENTIFIC
+- ▁DUCHESS
+- ▁VIVID
+- ▁SHIFT
+- ▁AVAIL
+- ▁DAMP
+- ▁JOHNSON
+- ▁SLENDER
+- ▁CONTRAST
+- ▁AMUSEMENT
+- ▁PLOT
+- ▁LYN
+- ▁ASSOCIATION
+- ▁SNATCH
+- ▁UNCERTAIN
+- ▁PRESSURE
+- ▁PERCH
+- ▁APPLY
+- ▁PLANET
+- ▁NOTWITHSTANDING
+- ▁SWUNG
+- ▁STIRRED
+- ▁ATTENDANT
+- ▁ENJOYMENT
+- ▁WORRY
+- ▁ALBERT
+- ▁NAKED
+- ▁TALENT
+- ▁MARIAN
+- ▁REFORM
+- ▁DELIBERATE
+- ▁INTELLIGENT
+- ▁SENSITIVE
+- ▁YONDER
+- ▁PUPIL
+- ▁FRIGHTFUL
+- ▁DOUBTFUL
+- ▁STANDARD
+- ▁MAGISTRATE
+- ▁SHEPHERD
+- ▁STOMACH
+- ▁DEPOSIT
+- ▁RENEW
+- ▁HEDGE
+- ▁FRANCS
+- ▁POSSIBILITY
+- ▁RESEMBLE
+- ▁FATIGUE
+- ▁PORTRAIT
+- ▁FAVORITE
+- ▁CREAM
+- ▁BURG
+- ▁SECRETARY
+- ▁DIVERS
+- ▁ACTIVITY
+- ▁SPECULAT
+- ▁HUMOUR
+- ▁FITTED
+- ▁EXTERNAL
+- ▁CETERA
+- ▁WRAPPED
+- ▁WHIT
+- ▁FRED
+- ▁EXAMINATION
+- ▁LODGING
+- ▁OWING
+- ▁JAW
+- ▁CROW
+- ▁BALANCE
+- ▁PUFF
+- ▁TENDERNESS
+- ▁PORTHOS
+- ▁ANCHOR
+- ▁INTERRUPT
+- ▁NECESSARILY
+- ▁PERPETUAL
+- ▁AGONY
+- ▁POPE
+- ▁SCHOLAR
+- ▁SCOTLAND
+- ▁SUPPRESS
+- ▁WRATH
+- ▁WRECK
+- ▁EXCEED
+- ▁PERFECTION
+- ▁INDIA
+- ▁TRADITION
+- ▁SECTION
+- ▁EASTERN
+- ▁DOORWAY
+- ▁WIVES
+- ▁CONVENTION
+- ▁ANNOUNC
+- ▁EGYPT
+- ▁CONTRADICT
+- ▁SCRATCH
+- ▁CENTRAL
+- ▁GLOVE
+- ▁WAX
+- ▁PREPARE
+- ▁ACCOMPANY
+- ▁INCREASING
+- ▁LIBERAL
+- ▁RAISING
+- ▁ORANGE
+- ▁SHOE
+- ▁ATTRIBUTE
+- ▁LITERATURE
+- ▁PUZZLED
+- ▁WITHDRAW
+- ▁WHITHER
+- ▁HAWK
+- ▁MOONLIGHT
+- ▁EXAMINE
+- ▁HAPPILY
+- ▁PRECEDE
+- ▁DETECTIVE
+- ▁INCHES
+- ▁SOLITARY
+- ▁DUTCH
+- ▁NAPOLEON
+- ▁UNEASY
+- ▁CARDINAL
+- ▁BLEW
+- ▁FOWL
+- ▁DECORAT
+- ▁CHILDHOOD
+- ▁TORMENT
+- ▁LOSING
+- ▁PERMISSION
+- ▁BLANK
+- ▁UPSTAIRS
+- ▁CAPACITY
+- ▁TRIFLE
+- ▁FOLLY
+- ▁RECOGNIZE
+- ▁REMOVE
+- ▁VENGEANCE
+- ▁ENTERPRISE
+- ▁BEDROOM
+- ▁ANYHOW
+- ▁INQUIRY
+- ▁ASHES
+- ▁DRAG
+- ▁HUSH
+- ▁AWKWARD
+- ▁SATURDAY
+- ▁GENUINE
+- ▁SURVIV
+- ▁SKIRT
+- ▁AFFECTIONATE
+- ▁TANG
+- ▁MUTUAL
+- ▁DISPUTE
+- ▁EAGLE
+- ▁INCOME
+- ▁BIND
+- ▁FAME
+- ▁IMPROVEMENT
+- ROVING
+- ▁DIFFER
+- ▁AWOKE
+- ▁SLEEVE
+- ▁SOLITUDE
+- ▁FAVOURITE
+- JI
+- ▁DETECT
+- ▁COMPREHEND
+- ▁PREPARING
+- ▁SERPENT
+- ▁SUMMIT
+- ▁KNOT
+- ▁KNIT
+- ▁COPY
+- ▁STOPPING
+- ▁FADED
+- ▁HIDEOUS
+- ▁JULIE
+- STEAD
+- ▁SHINE
+- ▁CONFLICT
+- ▁PROPOSITION
+- ▁REFUGE
+- ▁GALLERY
+- ▁BUNDLE
+- ▁AXE
+- ▁SLAVERY
+- ▁MASK
+- ▁ALYOSHA
+- ▁LADDER
+- ▁DEPARTMENT
+- ▁DISCHARGE
+- ▁DEPRESS
+- ▁GALLOP
+- ▁SCARLET
+- ▁KITTY
+- ▁RECEIVING
+- ▁SURRENDER
+- ▁SUSTAIN
+- ▁TWILIGHT
+- ▁CONGRESS
+- ▁IRELAND
+- ▁FUNNY
+- ▁LEND
+- ▁CONSTITUTE
+- ▁FUNERAL
+- ▁CRYSTAL
+- ▁SPAIN
+- ▁EXCEEDINGLY
+- ▁DAMN
+- ▁COMMUN
+- ▁CIVILIZATION
+- ▁PREJUDICE
+- ▁PORCH
+- ▁ASSISTANT
+- ▁INDUSTRY
+- ▁TUMBLE
+- ▁DEFENCE
+- ▁HITHER
+- ▁SMOT
+- ▁COLONI
+- ▁AMAZEMENT
+- ▁MARGUERITE
+- ▁MIRACLE
+- ▁INHERIT
+- ▁BEGGAR
+- ▁ENVELOPE
+- ▁INDIGNATION
+- ▁NATASHA
+- ▁PROPOSAL
+- ▁FRAGMENT
+- ▁ROUSED
+- ▁ROAST
+- ENCIES
+- ▁COMMENCED
+- ▁RESOURCE
+- ▁POPULATION
+- ▁QUOTH
+- ▁PURSUE
+- ▁EDUCAT
+- ▁AFFLICT
+- ▁CONTACT
+- ▁CRIMSON
+- ▁DIVISION
+- ▁DISORDER
+- ▁COPPER
+- ▁SOLICIT
+- ▁MODERATE
+- ▁DRUM
+- ▁SWIM
+- ▁SALUTE
+- ▁ASSUME
+- ▁MUSCLE
+- ▁OVERWHELM
+- ▁SHAKESPEARE
+- ▁STRUGGLING
+- ▁TRANQUIL
+- ▁CHICKEN
+- ▁TREAD
+- ▁CLAW
+- ▁BIBLE
+- ▁RIDGE
+- ▁THREAT
+- ▁VELVET
+- ▁EXPOSED
+- ▁IDIOT
+- ▁BARREL
+- ▁PENNY
+- ▁TEMPTATION
+- ▁DANGLARS
+- ▁CENTURIES
+- ▁DISTRIBUT
+- ▁REJECT
+- ▁RETORTED
+- ▁CONCENTRAT
+- ▁CORDIAL
+- ▁MOTOR
+- ▁CANNON
+- KEEP
+- ▁WRETCH
+- ▁ASSURANCE
+- ▁THIEF
+- ▁SURVEY
+- ▁VITAL
+- ▁RAILWAY
+- ▁JACKSON
+- ▁CRASH
+- ▁GROWL
+- ▁COMBAT
+- ▁RECOLLECTION
+- ▁SECURITY
+- ▁JACOB
+- ▁CLUTCH
+- ▁BLANKET
+- ▁NANCY
+- ▁CELLAR
+- ▁CONVENIENT
+- ▁INDIGNANT
+- ▁COARSE
+- ▁WORM
+- ▁SCREEN
+- ▁TRANSPORT
+- ▁BULLET
+- ▁APPRECIATE
+- ▁DEVOTION
+- ▁INVISIBLE
+- ▁DRIED
+- ▁MIXTURE
+- ▁CANDID
+- ▁PERFORMANCE
+- ▁RIPE
+- ▁EXQUISITE
+- ▁BARGAIN
+- ▁TOBACCO
+- ▁LOYAL
+- ▁MOULD
+- ▁ATTENTIVE
+- ▁DOROTHY
+- ▁BRUTE
+- ▁ESTABLISHMENT
+- ▁ABILITY
+- ▁INHABIT
+- ▁OBSCURE
+- ▁BORROW
+- ▁ESSENCE
+- ▁DISMAY
+- ▁FLEE
+- ▁BLADE
+- ▁PLUCK
+- ▁COFFIN
+- ▁SUNSET
+- ▁STEPHEN
+- ▁ECONOMIC
+- ▁HOLIDAY
+- ▁MECHANICAL
+- ▁COTTON
+- ▁AWAKENED
+- ▁SEIZE
+- ▁RIDICULOUS
+- ▁SANCHO
+- ▁HESITATION
+- ▁CORPSE
+- ▁SAVING
+- HOLD
+- FOOT
+- ▁ELDEST
+- ▁DESPITE
+- ▁EDITH
+- ▁CHERISH
+- ▁RESISTANCE
+- ▁WILSON
+- ▁ARGUE
+- ▁INQUIRE
+- ▁APPREHENSION
+- ▁AVENUE
+- ▁DRAKE
+- ▁PROPOSE
+- HURST
+- ▁INFERIOR
+- ▁STAIRCASE
+- ▁WHEREFORE
+- ▁CARLYLE
+- ▁COUCH
+- ▁ROUTE
+- ▁POLITICS
+- ▁TOMORROW
+- ▁THRONG
+- ▁NAUGHT
+- ▁SUNLIGHT
+- ▁INDIFFERENCE
+- ▁OBEDIENCE
+- ▁RECEPTION
+- ▁VEGETABLE
+- ▁IMPERFECT
+- ▁RESIDENCE
+- ▁TURKEY
+- ▁VIOLET
+- ▁SARAH
+- ▁ALTAR
+- ▁GRIEVE
+- ▁JERK
+- ▁ENSU
+- ▁MAGICIAN
+- ▁BLOSSOM
+- ▁LANTERN
+- ▁RESOLUTE
+- ▁THOUGHTFULLY
+- ▁FORTNIGHT
+- ▁TRUMPET
+- ▁VALJEAN
+- ▁UNWILLING
+- ▁LECTURE
+- ▁WHEREUPON
+- ▁HOLLAND
+- ▁CHANGING
+- ▁CREEK
+- ▁SLICE
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+- ▁SAMUEL
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+- <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: 640
+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
+frontend: default
+frontend_conf:
+    n_fft: 512
+    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
+    - 30
+    num_freq_mask: 2
+    apply_time_mask: true
+    time_mask_width_range:
+    - 0
+    - 40
+    num_time_mask: 2
+normalize: global_mvn
+normalize_conf:
+    stats_file: exp/asr_stats_raw_en_bpe5000_sp/train/feats_stats.npz
+model: espnet
+model_conf:
+    ctc_weight: 0.0
+    report_cer: false
+    report_wer: false
+    transducer_multi_blank_durations:
+    - 2
+    - 4
+    - 8
+    transducer_multi_blank_sigma: 0.05
+preencoder: null
+preencoder_conf: {}
+encoder: conformer
+encoder_conf:
+    output_size: 512
+    attention_heads: 8
+    linear_units: 2048
+    num_blocks: 12
+    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: 512
+    dropout: 0.1
+    dropout_embed: 0.2
+preprocessor: default
+preprocessor_conf: {}
+required:
+- output_dir
+- token_list
+version: '202211'
+distributed: true

exp/asr_8v100_5kbpe_multi_blank_transducer_8421/valid.loss.ave_10best.pth

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exp/asr_stats_raw_en_bpe5000_sp/train/feats_stats.npz

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meta.yaml

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+espnet: '202301'
+files:
+  asr_model_file: exp/asr_8v100_5kbpe_multi_blank_transducer_8421/valid.loss.ave_10best.pth
+python: "3.8.10 (default, Jun  4 2021, 15:09:15) \n[GCC 7.5.0]"
+timestamp: 1679593548.516299
+torch: 1.7.1
+yaml_files:
+  asr_train_config: exp/asr_8v100_5kbpe_multi_blank_transducer_8421/config.yaml