Add model files

data/en_token_list/bpe_unigram5000/bpe.model

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+oid sha256:f01171fcc5749e53dd3156b2cd9c7d429df69b8f135d3261a7f534bbdb804af0
+size 325211

exp/asr_stats_raw_en_bpe5000_sp/train/feats_stats.npz

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+version https://git-lfs.github.com/spec/v1
+oid sha256:668c5f81bbcf6adf5dbb28def87ef203fbbc3d704b93b4910aed297dcd75cfe0
+size 1402

exp/asr_train_asr_e_branchformer_raw_en_bpe5000_sp/RESULTS.md

@@ -0,0 +1,51 @@
+<!-- Generated by scripts/utils/show_asr_result.sh -->
+# RESULTS
+## Environments
+- date: `Fri Oct 18 10:37:57 WEST 2024`
+- python version: `3.10.14 | packaged by conda-forge | (main, Mar 20 2024, 12:45:18) [GCC 12.3.0]`
+- espnet version: `espnet 202402`
+- pytorch version: `pytorch 2.1.0`
+- Git hash: `f6f011d328fb877b098321975280cadf8c64247a`
+  - Commit date: `Tue Apr 9 01:44:27 2024 +0000`
+
+## exp/asr_train_asr_e_branchformer_raw_en_bpe5000_sp
+### WER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|
+|decode_asr_asr_model_valid.acc.ave/test_clean|2557|102701|96.0|3.3|0.7|0.6|4.6|67.5|
+|decode_asr_asr_model_valid.acc.ave/test_other|2815|111836|90.8|7.1|2.0|1.1|10.2|82.9|
+
+### CER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|
+|decode_asr_asr_model_valid.acc.ave/test_clean|2557|533368|98.6|0.6|0.8|0.5|1.9|67.5|
+|decode_asr_asr_model_valid.acc.ave/test_other|2815|581017|96.4|1.6|2.0|1.1|4.7|82.9|
+
+### TER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|
+|decode_asr_asr_model_valid.acc.ave/test_clean|2557|127083|94.7|3.3|1.9|0.7|5.9|67.5|
+|decode_asr_asr_model_valid.acc.ave/test_other|2815|144295|88.3|6.6|5.2|1.3|13.0|82.9|
+
+## exp/asr_train_asr_e_branchformer_raw_en_bpe5000_sp/decode_asr_asr_model_valid.acc.ave
+### WER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|
+|org/dev|5348|218645|93.3|5.3|1.4|0.8|7.5|76.3|
+
+### CER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|
+|org/dev|5348|1137810|97.5|1.1|1.4|0.8|3.3|76.3|
+
+### TER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|
+|org/dev|5348|277457|91.4|5.0|3.7|1.0|9.6|76.3|
+

exp/asr_train_asr_e_branchformer_raw_en_bpe5000_sp/config.yaml

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+config: conf/train_asr_e_branchformer.yaml
+print_config: false
+log_level: INFO
+drop_last_iter: false
+dry_run: false
+iterator_type: sequence
+valid_iterator_type: null
+output_dir: exp/asr_train_asr_e_branchformer_raw_en_bpe5000_sp
+ngpu: 1
+seed: 0
+num_workers: 4
+num_att_plot: 3
+dist_backend: nccl
+dist_init_method: env://
+dist_world_size: null
+dist_rank: null
+local_rank: 0
+dist_master_addr: null
+dist_master_port: null
+dist_launcher: null
+multiprocessing_distributed: false
+unused_parameters: true
+sharded_ddp: false
+use_memory: false
+cudnn_enabled: true
+cudnn_benchmark: false
+cudnn_deterministic: true
+collect_stats: false
+write_collected_feats: false
+max_epoch: 80
+patience: null
+val_scheduler_criterion:
+- valid
+- loss
+early_stopping_criterion:
+- valid
+- loss
+- min
+best_model_criterion:
+-   - valid
+    - acc
+    - max
+keep_nbest_models: 10
+nbest_averaging_interval: 10
+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: true
+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
+use_adapter: false
+adapter: lora
+save_strategy: all
+adapter_conf: {}
+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: 35000000
+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
+shuffle_within_batch: false
+sort_batch: descending
+multiple_iterator: false
+chunk_length: 500
+chunk_shift_ratio: 0.5
+num_cache_chunks: 1024
+chunk_excluded_key_prefixes: []
+chunk_default_fs: null
+train_data_path_and_name_and_type:
+-   - dump/raw/small_sp/wav.scp
+    - speech
+    - sound
+-   - dump/raw/small_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
+allow_multi_rates: false
+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: 40000
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+- GO
+- ▁EARLY
+- ▁CERTAINLY
+- ▁BATTLE
+- NY
+- ▁NEARLY
+- ▁SLOWLY
+- HER
+- ▁MAR
+- ▁HAPPENED
+- ▁BOOK
+- ▁MAJOR
+- ▁LED
+- ▁APPEARED
+- ▁PAPER
+- ACH
+- ▁ILL
+- ▁MOUTH
+- ▁CHAIR
+- ▁RI
+- WA
+- CON
+- ▁WARM
+- ▁SHA
+- ▁SAND
+- ▁ADDED
+- UC
+- ATIONS
+- ▁MINUTES
+- ▁AFRAID
+- ▁NE
+- ▁HEAVY
+- RS
+- ▁MEET
+- ▁THEE
+- ▁SAVE
+- SHIP
+- ▁RESULT
+- DEN
+- ▁INTER
+- ▁FLOOR
+- ▁BRI
+- ▁PURPOSE
+- ▁LEARN
+- ▁SMILE
+- ▁FORTH
+- '2'
+- ▁TREE
+- ▁TOP
+- ▁OBJECT
+- ▁SIT
+- ▁UNCLE
+- ▁DOING
+- ▁SW
+- ▁WATCH
+- ▁MARCH
+- ▁MUSIC
+- ▁PROBABL
+- ▁BILL
+- BA
+- ▁FIGHT
+- ▁FIGURE
+- ALLY
+- ▁ENTERED
+- ▁OFFICE
+- ▁DRESS
+- ▁TRAIN
+- ▁GARDEN
+- ▁FRESH
+- ▁OCCASION
+- CY
+- ▁WALL
+- ▁FI
+- ▁CUR
+- ▁WILLIAM
+- ▁LIPS
+- ▁CHARACTER
+- ▁EIGHT
+- NI
+- UP
+- ▁PLEASURE
+- ADE
+- ▁BUFFALO
+- ▁PLEASE
+- ▁CHA
+- ▁ATTACK
+- NER
+- ▁STOPPED
+- ▁N
+- RT
+- ▁SA
+- ▁LIVED
+- AND
+- ▁WRONG
+- ▁GU
+- ▁SCARCE
+- ▁COUNT
+- ▁GOLD
+- ▁TRY
+- ▁SECRET
+- ▁CRY
+- ▁WEST
+- ▁HILL
+- RK
+- CHE
+- ▁LABOR
+- GING
+- ▁FAITH
+- ▁START
+- ▁MOVED
+- ▁SOFT
+- ▁ATTEMPT
+- ▁STRAIGHT
+- ▁WALK
+- ▁17
+- ISE
+- ▁STARTED
+- ▁DUTCH
+- ETH
+- ▁DRINK
+- ▁NECESSARY
+- ▁LEAN
+- ▁OUTSIDE
+- ▁BOYS
+- ▁SEVEN
+- ▁POST
+- '7'
+- ▁LINCOLN
+- ▁SILENT
+- ▁YOURSELF
+- LIN
+- ▁AUNT
+- ▁SNOW
+- ▁CAUGHT
+- ▁FOLLOWING
+- ▁STOP
+- ▁BOUND
+- ITIES
+- ▁GETTING
+- MENTS
+- ▁DESIRE
+- ▁SPRING
+- ▁RECEIVED
+- ▁EM
+- ▁EXPECT
+- ▁CLASS
+- ▁WONDER
+- ▁TRUST
+- ▁BLOW
+- ▁REACH
+- ▁EXPERIENCE
+- FOR
+- ▁THICK
+- ▁SINGLE
+- '9'
+- ▁TORN
+- ▁JA
+- ▁ACCOUNT
+- ▁PICTURE
+- ▁CORNER
+- ▁THINKING
+- ▁SUMMER
+- GER
+- ▁WALKED
+- ▁TRI
+- ▁KENT
+- ▁UNION
+- ▁TREES
+- ▁QUO
+- ▁SAFE
+- LEY
+- ▁GRAND
+- ▁WISE
+- RESS
+- ▁GRAVE
+- ▁3
+- ▁EAST
+- '3'
+- VA
+- ▁STRENGTH
+- ▁HOT
+- ▁COMPANY
+- ▁STONE
+- ▁LOVED
+- ORS
+- ▁TI
+- ▁REP
+- ▁BROWN
+- ▁SUPPORT
+- ▁PICK
+- ▁LIE
+- ▁WEEK
+- ▁JE
+- ▁CAMP
+- ▁DIED
+- ▁SIN
+- ▁LAUGHED
+- CHED
+- ▁WHATEVER
+- UGH
+- ▁QUICKLY
+- EVER
+- ▁PAIN
+- ▁GREW
+- ▁STANDING
+- ▁SHADOW
+- ▁QUIET
+- ▁FIELD
+- ▁BANK
+- WE
+- ▁PAN
+- ▁NECK
+- ▁ACTION
+- ▁EASY
+- ▁BOW
+- ▁IMMEDIATELY
+- ▁HI
+- ▁WAITING
+- ▁RISE
+- ▁WINTER
+- ▁STEP
+- ▁NA
+- ▁BOAT
+- ▁BEGIN
+- ▁HOLLAND
+- ▁CROWD
+- ▁DISTANCE
+- ▁KILLED
+- ▁VILLAGE
+- ▁IMPORTANT
+- ▁EVIL
+- ▁RUSH
+- ▁DANGER
+- ▁SAIL
+- ▁SUCCESS
+- ▁MEANT
+- ▁SERIOUS
+- ▁RAISED
+- ▁FRANCE
+- ▁WRITE
+- ▁WORKS
+- ▁AH
+- LIKE
+- ▁L
+- ▁DIRECTION
+- THOUGH
+- TURE
+- ▁SUB
+- ▁RAIN
+- ▁BORN
+- ▁WEAR
+- ▁ATTENTION
+- ▁TONE
+- ▁REC
+- ▁CROSS
+- ▁OPINION
+- ▁SHERIDAN
+- ▁CHAPTER
+- ▁PETERKIN
+- ▁HATH
+- ▁MINUTE
+- ▁U
+- ▁PRESENCE
+- ▁BEGINNING
+- ▁TRAVEL
+- ▁AFTERNOON
+- ▁RUTH
+- ▁SKY
+- ▁COLOUR
+- ▁STRUCK
+- ▁MONTHS
+- ▁ISN
+- ▁FILLED
+- ▁PLEASANT
+- ▁ACTUAL
+- ▁ACCORDING
+- KING
+- ▁CHRIST
+- ▁GRASS
+- NT
+- ▁FOOD
+- ▁BROKEN
+- ▁X
+- ▁RULE
+- UG
+- ▁FINALLY
+- BR
+- ▁QUARTER
+- ▁LOT
+- ▁IMPOSSIBLE
+- ▁BOARD
+- ▁ENJOY
+- ▁HAPPEN
+- ▁APPEAR
+- ▁MOVE
+- ▁THIRD
+- ▁HONOR
+- ▁GROW
+- ▁SITTING
+- ▁16
+- ▁WH
+- ▁TRADE
+- ▁BREAK
+- ▁COVERED
+- UB
+- ▁DINNER
+- ▁GATE
+- ▁HARDLY
+- ▁MIDDLE
+- ▁SHOWED
+- ▁BROKE
+- ▁EQUAL
+- ▁AMERICAN
+- ▁PRESENTLY
+- FULLY
+- ▁DIN
+- ▁EXCLAIMED
+- ▁FOREST
+- ▁NICE
+- ▁SLAVE
+- ▁BESIDE
+- ▁SUDDEN
+- ▁LOUD
+- ▁INSTANT
+- ▁CONTENT
+- ▁STORM
+- ▁GUARD
+- ▁SICK
+- OON
+- ▁STRANGER
+- ▁GLASS
+- ▁CONSIDER
+- ▁BUILDING
+- SIDE
+- ▁FA
+- ▁EXP
+- ▁MAD
+- UFF
+- ORY
+- ABLY
+- ▁TULLIVER
+- ▁SWORD
+- ▁PIECE
+- ▁COMPLETE
+- ▁WONDERFUL
+- OUN
+- ▁SAD
+- ▁FR
+- LER
+- ▁GLANCE
+- GEN
+- ▁HORSES
+- ▁PLACED
+- ▁PERFECT
+- ▁LENGTH
+- ▁INSTEAD
+- ▁INDIVIDUAL
+- ▁SPEECH
+- IGHT
+- ▁FORGET
+- ▁HAR
+- OO
+- ▁DIRECT
+- ▁SYSTEM
+- PPED
+- ▁PALE
+- ▁RUNNING
+- ▁BOX
+- ▁GREATER
+- ▁PROPER
+- ▁TIN
+- ▁PERSONAL
+- LET
+- RD
+- ▁MOVEMENT
+- ▁RU
+- BLE
+- ▁SHUT
+- ▁PACK
+- ▁TEDDY
+- ▁CHARGE
+- ▁4
+- HI
+- ▁SMOKE
+- ▁GUN
+- ▁TOUCH
+- ▁ENTER
+- ▁VALLEY
+- ▁FIT
+- ▁VAN
+- ▁MASS
+- ▁CLOTH
+- ▁NOBODY
+- ▁SILVER
+- ▁FISH
+- ▁REMAINED
+- ▁EASILY
+- ▁SPECIAL
+- ▁POCKET
+- ▁JAMES
+- ▁SIMPLY
+- ▁GROUP
+- ▁H
+- ▁TRYING
+- ▁Y
+- ▁MEASURE
+- ▁IMAGINE
+- ▁ESPECIALLY
+- ▁BELOW
+- ▁MOUNTAIN
+- ATIVE
+- ▁MAIN
+- ▁HOLE
+- ▁NOBLE
+- ▁LAUGH
+- ▁YELLOW
+- ▁SI
+- ▁MON
+- ▁CALM
+- ▁SPOT
+- ▁COMPANION
+- ▁WRITTEN
+- ▁HABIT
+- ▁CASTLE
+- ▁BITTER
+- ▁GRE
+- ▁SKIN
+- FE
+- ▁EMPLOY
+- ▁GRANT
+- ▁CE
+- ▁BEAUTY
+- ▁PLA
+- ▁QUICK
+- ▁SHOT
+- ▁UNLESS
+- ▁BESIDES
+- RAN
+- ▁NOTE
+- ▁MAYA
+- OF
+- ▁KNOWLEDGE
+- ▁PRAY
+- ▁TEARS
+- ▁FER
+- ▁SU
+- ▁1
+- ▁BALL
+- LD
+- ▁WORTH
+- ▁DEVIL
+- BU
+- ▁COMFORT
+- ▁VER
+- OLD
+- ▁SEEK
+- ▁IRON
+- ▁5
+- ▁TURNING
+- ▁CLOVER
+- ANG
+- ▁ENTIRELY
+- ▁TALL
+- ▁HUNG
+- ▁NI
+- ▁STREAM
+- ▁GERMAN
+- ▁GAR
+- ▁REPORT
+- ▁FINGERS
+- ▁EXPECTED
+- ▁FASHION
+- ▁DIFFICULT
+- ▁BELL
+- ▁OFFER
+- ▁AIN
+- ▁MERE
+- ▁TROOPS
+- IFIED
+- TAIN
+- ▁DELIGHT
+- ▁EDGE
+- ▁GUESS
+- ▁WISHED
+- ▁DRAW
+- ▁EXACTLY
+- ▁SQUARE
+- ▁CONTAIN
+- IER
+- ▁ELIZABETH
+- RIES
+- ▁HOST
+- ▁GRAY
+- ▁SHOP
+- ▁STEPS
+- ▁NARROW
+- ▁DECIDED
+- ▁SIMPLE
+- ▁SCENE
+- ▁LEAVING
+- ▁REGARD
+- ▁MOUNTAINS
+- ▁LEARNED
+- ▁MARRIED
+- ▁PORT
+- ▁SUIT
+- ▁DANCE
+- ▁SPACE
+- ▁SOLDIER
+- ▁SMILED
+- USE
+- ▁CAST
+- ▁LEAD
+- ▁BELONG
+- ▁LISTEN
+- ▁BARE
+- ▁PAID
+- ▁GE
+- ▁FOREIGN
+- ICK
+- ▁CLOSED
+- ▁TEACH
+- ▁SHARP
+- ▁LOWER
+- ▁THIRTY
+- ▁UNITED
+- ▁BROAD
+- HAM
+- ▁SONG
+- ▁DUTY
+- ▁SEEING
+- ▁WEAK
+- ▁MEETING
+- ▁APPEARANCE
+- ▁ISLAND
+- ▁DUST
+- ▁SHORE
+- ▁MERELY
+- ▁CHAR
+- ▁FAINT
+- ▁ARRIVED
+- ▁SAL
+- ▁QUEEN
+- IP
+- ▁COVER
+- AU
+- ▁FIFTY
+- ▁2
+- ▁EXPRESSION
+- ▁MILITARY
+- ▁STRETCH
+- ▁CAPITAL
+- LIE
+- ▁HOUSES
+- AVE
+- ▁THROW
+- ▁WEATHER
+- ▁ROYAL
+- ▁DROP
+- ICE
+- ▁UNTO
+- ▁RING
+- ▁VA
+- ▁PRINCIPLE
+- ▁BLIND
+- ▁DUE
+- ▁JUDGE
+- ▁MACHINE
+- ▁JUSTICE
+- ▁VO
+- ▁SITUATION
+- ACK
+- ▁WAVE
+- ▁CHANGED
+- ▁GENTLEMAN
+- ▁TALKING
+- ▁KNOWS
+- ▁SPEAKING
+- ▁FOOL
+- ▁CONDITION
+- ▁JOURNEY
+- ▁ESCAPE
+- ▁CUP
+- ▁MEAT
+- ▁POLICE
+- ▁BRAIN
+- ▁GIVING
+- ▁WORSE
+- ▁BOIL
+- ▁NINE
+- ▁SHOOK
+- ▁REPLY
+- ▁FLOWERS
+- ▁BREAD
+- LAR
+- ▁PASSION
+- ▁JIM
+- ▁CENTURY
+- ▁PLANT
+- ▁DICK
+- ▁SPREAD
+- ▁BENNY
+- ▁WI
+- ▁DARE
+- ▁MARGUERITE
+- ▁STUDY
+- ▁CRA
+- ▁LATTER
+- ▁LONDON
+- MER
+- ▁TALE
+- ▁ACCEPT
+- ▁DIFFERENCE
+- AH
+- ▁LYING
+- ▁FORMER
+- ▁PERIOD
+- ▁BUY
+- ▁BRAVE
+- ▁DRIVE
+- ▁MAKES
+- ▁NOTICE
+- ▁MISTAKE
+- ▁MIN
+- ▁SPITE
+- ▁COMES
+- ▁SEAT
+- ▁ELIZA
+- ▁MURDER
+- ▁ALLOW
+- ▁LOCK
+- ▁BEAT
+- IZED
+- ▁CHARLOTTE
+- ▁ATTEND
+- ▁LETTERS
+- ▁CLOTHES
+- ▁CARRIAGE
+- MISS
+- ▁NOISE
+- ▁EVERYBODY
+- ▁HONOUR
+- ▁PERFECTLY
+- ▁CAT
+- UTE
+- ▁15
+- ▁CAL
+- ▁DOLLARS
+- ▁MAT
+- ▁COUNCIL
+- ▁PRICE
+- ▁INFLUENCE
+- ▁GOLDEN
+- ▁ALLOWED
+- ZE
+- ▁FAVOUR
+- ▁YORK
+- ▁TENDER
+- ▁HISTORY
+- ▁HENRY
+- AI
+- OC
+- ▁WROTE
+- ▁PRIVATE
+- LIGHT
+- ▁PRINCESS
+- ▁LIVES
+- ▁OLIVER
+- ▁V
+- ▁ADVANTAGE
+- ▁FOLK
+- ▁GRO
+- ▁INSIDE
+- ▁WATCHED
+- ▁HARM
+- ▁SURELY
+- ▁SLOW
+- ▁CLEAN
+- ▁COOK
+- ▁PREVENT
+- ▁SORRY
+- ▁PETER
+- ▁VE
+- ▁GI
+- ▁TERRIBLE
+- ▁VARIOUS
+- ▁BIRD
+- ▁POUND
+- ▁FUTURE
+- ▁SURPRISE
+- ▁THIN
+- ▁WALLS
+- ▁REV
+- ▁ANIMAL
+- ▁CONTROL
+- ▁CATCH
+- ▁FUR
+- ▁DEN
+- ▁PROVE
+- ▁SALT
+- ▁MIS
+- ▁STORE
+- ▁CROW
+- ▁GENERALLY
+- ▁CREATURE
+- ▁DETERMINED
+- ▁DIVISION
+- ▁J
+- ▁000
+- ▁WA
+- ▁COOL
+- ▁HURT
+- ▁OFFICER
+- ▁JACK
+- ▁FORTY
+- ▁ADDRESS
+- ▁CURIOUS
+- ▁SORROW
+- ▁PATH
+- ▁STICK
+- ▁TEMPLE
+- CLOCK
+- ▁RELATION
+- ▁PHILIP
+- ▁SHARE
+- ▁POSSESSION
+- ▁PU
+- GA
+- ▁MARK
+- ▁DRY
+- AB
+- ▁MARRIAGE
+- ▁BUILT
+- ▁EXPLAINED
+- ▁MONTH
+- ▁UTTER
+- ▁BISHOP
+- ▁PRACTICAL
+- ▁ORANGE
+- ▁FORGOTTEN
+- ▁RACE
+- ▁HILTON
+- ▁DEPEND
+- ▁CONFIDENCE
+- KI
+- ▁CRU
+- ▁BUR
+- ▁00
+- ▁BAND
+- ▁CONDUCT
+- UCH
+- ▁SHAPE
+- ▁CUSTOM
+- ▁EFFORT
+- CUR
+- ▁MOON
+- ▁PLACES
+- GGED
+- ▁LEGS
+- ▁FIFTEEN
+- ▁FATE
+- ▁FLEET
+- ▁DARKNESS
+- ▁FAT
+- ▁SHOULDER
+- ▁WORKING
+- ▁BOOKS
+- ▁WEALTH
+- KIN
+- ▁REPEATED
+- ▁GIRLS
+- ▁SOMEWHAT
+- ▁CHE
+- ▁EARS
+- ▁RIDE
+- ▁FIXED
+- HOOD
+- ▁WHISPERED
+- ▁APPROACH
+- ▁WIN
+- ▁STATION
+- ETS
+- RIC
+- ▁EXC
+- ▁TONGUE
+- ▁DECLARED
+- ▁NATIONAL
+- ▁SUR
+- ▁VALUE
+- ▁LEADER
+- ▁EXIST
+- ▁SPEED
+- ▁MOR
+- ▁BRITISH
+- ▁SOCIAL
+- ▁GOES
+- ▁COLOR
+- ▁CHRISTIAN
+- ▁CONSIDERED
+- ▁CROWN
+- ▁BREAST
+- ▁CLAIM
+- ▁PROMISE
+- ▁SOCIETY
+- ▁SEARCH
+- ▁ROOF
+- ▁PROUD
+- ▁CAB
+- SPECT
+- ▁SPENT
+- ▁RANGE
+- ▁CONFESS
+- ▁SECURE
+- ▁CHAMBER
+- ▁WAITED
+- ▁LOSS
+- ▁POLITICAL
+- ▁COUPLE
+- ▁BAY
+- ▁ANYBODY
+- ▁FIRM
+- ▁RID
+- ▁BURN
+- ▁PAUL
+- CING
+- BBE
+- ▁DIFFICULTY
+- ▁NATION
+- ISTS
+- ▁WEEKS
+- ▁TRANS
+- ▁FALLEN
+- ▁SWIFT
+- ▁PRIEST
+- ▁6
+- ▁TWELVE
+- ▁MISTRESS
+- ▁DROPPED
+- ▁BEAST
+- ▁GUEST
+- KA
+- ▁UNDERSTOOD
+- ▁SUPER
+- ▁LEAP
+- ▁GREATEST
+- ▁WATCHING
+- ▁GAME
+- ▁FO
+- ▁ANXIOUS
+- ▁WORE
+- ▁FIGHTING
+- ▁JUNE
+- ▁REPRESENT
+- ▁MEANING
+- BURG
+- ▁RECEIVE
+- ▁OFFERED
+- ▁DEGREE
+- ▁HOLDING
+- ▁PREPARED
+- BI
+- ▁SAKE
+- ▁FAIRY
+- ▁CHINA
+- ▁MEMBERS
+- IED
+- ▁SUPPOSED
+- ▁MORROW
+- ▁CU
+- TIES
+- ▁KNOCK
+- ▁CHINESE
+- ▁COR
+- ▁BAS
+- ▁BRU
+- ▁PASSAGE
+- ▁QU
+- OUT
+- ▁BOTTOM
+- ▁WOODS
+- PPLE
+- ▁GRANDMOTHER
+- ▁SEPARATE
+- ▁DESERT
+- ▁LOSE
+- ▁WOUND
+- ▁MATERIAL
+- ▁DISCOVERED
+- VAL
+- ▁GENTLE
+- ▁ALIVE
+- IO
+- ▁BENT
+- ▁COAT
+- EX
+- ▁PROTEST
+- ▁WINE
+- ▁LINES
+- ▁CIRCUMSTANCES
+- ▁BULL
+- ▁TASK
+- ▁SING
+- ▁HATE
+- OVER
+- MBER
+- ▁BI
+- ▁ANIMALS
+- ▁PASSING
+- ▁ANGRY
+- ▁INSTANCE
+- ▁DRAWN
+- ▁COST
+- ▁PITY
+- ▁ICE
+- ▁COLONEL
+- ▁STRUGGLE
+- ▁SURPRISED
+- ▁CONCERN
+- ▁MAL
+- ▁HAPPINESS
+- ALL
+- ▁UND
+- ▁CONSTANT
+- ▁TIMOTHY
+- ▁CLIMB
+- ▁NAY
+- ▁FLAT
+- ▁LIKED
+- ▁JOIN
+- ▁ROUGH
+- ▁PUR
+- ▁INDIAN
+- ▁AFTERWARDS
+- ▁RUIN
+- ▁CIVIL
+- ▁TEMPER
+- ▁FLESH
+- ▁FRO
+- ▁REGULAR
+- ▁CRUEL
+- ▁PROVED
+- ▁HIGHER
+- ▁ORDERS
+- ▁NOSE
+- ▁SHOULDERS
+- ▁OPPORTUNITY
+- ▁ORGAN
+- ▁NORMAN
+- ▁GOSTA
+- ▁PH
+- ▁KNOWING
+- ▁STRIKE
+- ▁OBSERVED
+- ▁SEASON
+- ▁EAR
+- ATOR
+- TTED
+- ▁LANGUAGE
+- ▁AUTHORITY
+- ▁MAID
+- UOUS
+- LF
+- ▁LEG
+- ▁PLEASED
+- ▁LUCK
+- ▁BURST
+- ▁PIN
+- ▁NU
+- ▁OFFICIAL
+- ▁VESSEL
+- SOME
+- ▁FORMED
+- ▁BENEATH
+- ▁COURAGE
+- ▁BUTTER
+- ▁GLOW
+- ▁FILL
+- ▁OB
+- ▁HAVEN
+- ▁DOROTHY
+- ▁WHEEL
+- ▁LODGE
+- ▁BLA
+- ▁PURE
+- ▁ADVANCE
+- ▁URG
+- ▁10
+- ▁FAILED
+- ▁CONSIST
+- ▁PALACE
+- ▁HONEST
+- ▁TASTE
+- ▁SPI
+- ▁FLASH
+- ▁STARED
+- PPING
+- ▁ADD
+- ▁OUTLAW
+- ▁RATE
+- ▁EXPLAIN
+- ▁EDUCATION
+- ▁MEANWHILE
+- ▁INSTRUCT
+- ▁THOUGHTS
+- ▁FLY
+- IANS
+- ▁LOVELY
+- ▁GROWING
+- ▁PECULIAR
+- ▁LOOSE
+- ▁KISS
+- ▁WAKE
+- ▁POWERS
+- ▁VEN
+- ▁WALKING
+- ▁SCAR
+- ▁SMILING
+- ▁DOZEN
+- ▁SHAGG
+- ▁ODD
+- ▁BIRDS
+- ▁COL
+- ▁SPOKEN
+- ▁SIGH
+- TIS
+- ▁HEADS
+- ▁EXISTENCE
+- ▁HEALTH
+- GUE
+- ▁LAKE
+- ▁PRAYER
+- ▁SIMILAR
+- ▁LIMIT
+- ▁EXTREME
+- ▁GRACE
+- ▁LOOKS
+- ▁SOLDIERS
+- ▁TE
+- ▁SEIZED
+- ▁CONFEDERATE
+- ▁HURRY
+- ▁METHOD
+- ▁JUMP
+- ▁TIRED
+- ▁SLAVERY
+- ▁FIERCE
+- ▁CAREFULLY
+- ▁NOTICED
+- ▁DEMAND
+- ▁OBLIGED
+- ▁VAIN
+- ▁NEWS
+- ▁BAG
+- ▁HURRIED
+- ▁DETAIL
+- ▁KNIGHT
+- ▁THROAT
+- ▁ROW
+- ▁COW
+- ▁BEGUN
+- ▁PROPERTY
+- ▁WORKED
+- ▁LIKELY
+- ▁GLORY
+- ▁BELIEVED
+- ▁MILL
+- INESS
+- ▁DELIVER
+- ▁SUFFER
+- ▁EXPRESS
+- CEPT
+- ▁CONSTITUTION
+- ▁SOAMES
+- ▁SERVE
+- ▁KEY
+- ▁HIDE
+- ▁CRITIC
+- ▁IMPRESSION
+- ▁JOB
+- ▁BUTTON
+- ▁BRIDGE
+- ▁AGREED
+- ▁FLOW
+- ▁ER
+- ▁CONSIDERABLE
+- ▁DRESSED
+- ▁QUESTIONS
+- ▁AMOUNT
+- ▁ADVENTURE
+- ▁LACK
+- RIS
+- ▁PLEA
+- ▁BREAKFAST
+- ▁GREY
+- ▁BORE
+- ▁FALSE
+- ▁AWAKE
+- ▁RODE
+- ▁PROVINCES
+- ▁MEMORY
+- ▁LAMP
+- ▁STARS
+- ▁WELCOME
+- ▁FRUIT
+- ▁TIGHT
+- ▁MORAL
+- ▁GRIM
+- ▁FRI
+- ▁SLAVES
+- ▁AWFUL
+- ▁FINGER
+- ▁FARM
+- ▁APPARENTLY
+- ▁MARRY
+- ▁CHI
+- ▁REF
+- ▁BEG
+- ▁OTHERWISE
+- ▁PARIS
+- ▁PROMISED
+- ▁TOUCHED
+- ▁OFFICERS
+- ▁CLOUD
+- ▁ARGUMENT
+- ▁EXAMPLE
+- ▁ASLEEP
+- ▁FORTUNE
+- ▁DREAD
+- ▁DIM
+- ▁FLOWER
+- ▁RELIGIOUS
+- ▁HUGE
+- ▁PLAYED
+- ▁PRESS
+- ▁ANCIENT
+- ▁MOVING
+- ▁OPPOSITE
+- ▁DREADFUL
+- ▁ALTOGETHER
+- ▁THUNDER
+- ▁FREEDOM
+- ▁IMPORTANCE
+- ▁DRAWING
+- ▁KNEES
+- ▁TURTLE
+- ▁PRAISE
+- ▁RECORD
+- ▁CONVERSATION
+- ▁LEAVES
+- ▁HAST
+- ▁QUIETLY
+- ▁OPENING
+- ▁REMARK
+- ▁POPULAR
+- ▁RAFFLES
+- ▁TERROR
+- ▁EMPTY
+- ▁NORTHERN
+- ▁SUCCEEDED
+- ▁WILLING
+- ▁MILE
+- ▁PROGRESS
+- ▁PRISONER
+- ▁IRISH
+- ▁SAN
+- TIME
+- ▁GLO
+- ▁GOVERNOR
+- ▁AHEAD
+- ▁PAIR
+- ▁DIG
+- OOK
+- ▁PIT
+- ISED
+- ▁REFUSED
+- ▁JOSIE
+- ▁RANK
+- ▁VOTE
+- ▁EAGER
+- ▁MIST
+- ▁ELECT
+- ▁CROSSED
+- ▁WRITING
+- ▁RISING
+- ▁ROMAN
+- ▁LOAD
+- ▁LISTENED
+- ▁FAIL
+- ▁NEARER
+- ▁REMEMBERED
+- ▁FUN
+- ▁BOLD
+- ▁PROTECT
+- ▁BOOT
+- DDING
+- ▁MINISTER
+- ▁RARE
+- ▁HORN
+- ▁SOFTLY
+- ▁NURSE
+- ▁SPEND
+- ▁CORPS
+- ▁BATH
+- ▁PROCEED
+- ▁DAWN
+- ▁CHEST
+- ▁WINDOWS
+- ▁GROWN
+- ▁OPERA
+- ▁AUGUST
+- BOARD
+- ▁PIECES
+- ▁GIFT
+- ▁SHIPS
+- ▁RAGE
+- ▁HANDSOME
+- ▁SUM
+- ▁SHAME
+- ▁POINTED
+- ▁SOMEWHERE
+- ▁DISTANT
+- ▁ALARM
+- ▁DRIVEN
+- ▁HORROR
+- ▁SOMEBODY
+- ▁STOCK
+- ▁STREETS
+- ▁WALTER
+- ▁KI
+- ▁WAYS
+- ▁TWICE
+- ▁CENT
+- ▁HAM
+- ▁BOB
+- ▁TAIL
+- ▁LOG
+- ▁SQU
+- ▁CHAP
+- ▁RELIGION
+- MAR
+- ▁ROLL
+- ▁KEEPING
+- ▁REAR
+- ▁MILLION
+- ▁DEFI
+- ▁DISTINCT
+- PORT
+- ▁PARTS
+- ▁NEVERTHELESS
+- ▁PREVIOUS
+- ▁PREFER
+- ▁ORDERED
+- ▁REGIMENT
+- '00'
+- ▁MEDI
+- ▁LAUGHING
+- ▁RAPIDLY
+- ▁TERMS
+- ▁ASIDE
+- ▁ORIGINAL
+- ▁CHARLES
+- ▁EARNEST
+- ▁PULLED
+- ▁VAST
+- ▁ORDINARY
+- ▁FRANK
+- ▁HUNT
+- AFF
+- ▁RISK
+- ▁DROVE
+- ▁ROBE
+- ▁YA
+- ▁OURSELVES
+- ▁RECKON
+- ▁EGG
+- ▁FORGIVE
+- ▁HERO
+- ▁SIZE
+- GLE
+- ▁CEASED
+- ▁TRIUMPH
+- ▁JAPANESE
+- ▁OPERATION
+- ▁PRIDE
+- ▁HY
+- ▁FINDING
+- ▁NEIGHBOR
+- ▁COUSIN
+- ▁HEIGHT
+- ▁DAN
+- ▁PIPE
+- ▁SERVANT
+- ▁ROAR
+- ▁ISSUE
+- ▁MODERN
+- ZA
+- ▁WONDERED
+- ▁SOUTHERN
+- ▁FOND
+- ▁MATTERS
+- ▁SLIP
+- ▁QUEER
+- ▁DOUBLE
+- ▁LOUISE
+- ▁PERSONS
+- ▁LESSINGHAM
+- ▁FANCY
+- BILITY
+- ▁HOTEL
+- ▁QUA
+- ▁AFFAIRS
+- ▁PROMPT
+- ▁SOLEMN
+- ▁AID
+- CENT
+- ▁DESIGN
+- ▁SCREAM
+- ▁YARDS
+- ▁SHADE
+- ▁SILK
+- ▁THROUGHOUT
+- ▁BUCK
+- ▁LIES
+- ▁CHEER
+- ▁REMARKED
+- ▁JOLYON
+- ▁MANCHU
+- ▁CONSENT
+- JO
+- ▁PLAYING
+- ▁POWERFUL
+- POSSIBLY
+- ▁LAWS
+- ▁ATTRACT
+- ▁STIR
+- ▁STEPP
+- ▁PRIM
+- ▁8
+- ▁FULLY
+- ▁HANG
+- ▁CORN
+- ▁INTENDED
+- ▁NEEDED
+- ▁EXTEND
+- ▁CONCEAL
+- ▁VAGUE
+- ▁SEVERE
+- ▁ACCIDENT
+- ▁SATISFIED
+- ▁LOVER
+- ▁VAL
+- ▁STAGE
+- ▁CURTAIN
+- ▁LIFTED
+- ▁EVIDENTLY
+- ▁SUCCESSFUL
+- ▁CONSEQUENCE
+- ▁DISTURB
+- ▁MURMUR
+- ▁FOX
+- YOU
+- ▁GAIN
+- ▁SUNDAY
+- ▁POT
+- ▁HOLY
+- ▁TALKED
+- ▁REVOLUTION
+- ▁POUR
+- CAN
+- ▁COLLECT
+- TRO
+- ▁DESPAIR
+- ▁SOVEREIGN
+- ▁ATTITUDE
+- ▁FAITHFUL
+- ▁SOLD
+- ▁FAMILIAR
+- ▁INSTINCT
+- ▁GHOST
+- ▁INCLUD
+- ▁FRIGHT
+- ▁AWARE
+- ▁CRACK
+- ▁DUKE
+- ▁WOUNDED
+- ▁SUFFERED
+- ▁COMPLETELY
+- ▁THROWN
+- ▁SETTLED
+- ▁DWELL
+- LINESS
+- ▁ROOMS
+- ▁FAVOR
+- ▁CONTRARY
+- ▁NECESSITY
+- ▁SAVAGE
+- IX
+- ▁TAUGHT
+- ▁TREAT
+- ▁FINISHED
+- ▁AFTERWARD
+- ▁EXERCISE
+- ▁SPANISH
+- ▁HIDDEN
+- ▁ASSURED
+- ▁FARTHER
+- ▁42
+- ▁SHO
+- ▁GREATLY
+- ▁WHISPER
+- ▁CONDITIONS
+- ▁DIRECTLY
+- ▁AFFORD
+- ▁KEDSTY
+- ▁PROBLEM
+- ▁SOMEHOW
+- ▁LOCAL
+- ▁WICKED
+- ▁ANGER
+- ▁CHAIN
+- ▁CHECK
+- ▁BLAND
+- ▁CONSCIOUS
+- ▁DISH
+- ▁SUPPLY
+- ▁FOUGHT
+- ▁COMRADE
+- ▁WORN
+- ▁COAST
+- ▁DEMANDED
+- ▁19
+- ▁FORCED
+- ▁FACES
+- ▁MOMENTS
+- ▁MOTION
+- IFF
+- ▁COMPLAIN
+- ▁SACRIFICE
+- ▁FAULT
+- ▁AFFECTION
+- ▁NAMED
+- ▁PRODUCED
+- ▁WEIGHT
+- ▁STRAIN
+- BL
+- ▁GUIDE
+- ▁HILLS
+- ELLE
+- ▁WINGS
+- ▁TOWER
+- ▁EVERYWHERE
+- ▁REGION
+- ▁YARD
+- ▁INQUIRED
+- ▁MENTIONED
+- ▁MARKED
+- ▁SCA
+- ▁THINE
+- ▁ENTIRE
+- ▁PORTION
+- ▁PR
+- ▁TELLING
+- ▁ENEMIES
+- ▁APRIL
+- ▁BOUGHT
+- ▁RELIEF
+- ▁FLOAT
+- ▁FRIGHTENED
+- ▁NATIVE
+- ▁LADIES
+- ▁PAUSED
+- ARIES
+- ▁IMMENSE
+- ▁THRUST
+- ▁SENTENCE
+- ▁VISION
+- ▁EVENTS
+- ▁PULL
+- ▁SELL
+- ▁SUGGESTED
+- ▁ADMIT
+- IFICATION
+- ▁IMAGINATION
+- ▁RECOGNIZ
+- ▁WASHINGTON
+- ▁EMOTION
+- ▁BUSH
+- ▁DANGEROUS
+- ▁ANTI
+- ▁CLEARLY
+- ▁PRESSED
+- ▁FLAG
+- CULA
+- ▁SHOUT
+- ▁LEVEL
+- ▁RAPID
+- ▁ENGAGED
+- ▁PROJECT
+- ▁SMOOTH
+- ▁SUPPER
+- ▁TRAIL
+- ▁IRENE
+- ▁INTENTION
+- ▁QUARREL
+- ▁MARETTE
+- ▁SOUGHT
+- ▁SHEEP
+- ▁MIDST
+- ▁MANAGE
+- ▁BID
+- ▁MERCHANT
+- ▁AVOID
+- ▁INGUA
+- ▁DISAPPEARED
+- ▁UNKNOWN
+- ▁PLENTY
+- ▁OCCUPIED
+- ▁SHOCK
+- ▁CLI
+- ▁GATHERED
+- ▁KITCHEN
+- ▁OPPOSITION
+- ▁MAINTAIN
+- ▁SERVANTS
+- ▁CELL
+- AUGHT
+- ▁ELEMENT
+- ▁LEADING
+- ▁REQUIRE
+- ▁UPPER
+- ▁REQUIRED
+- ▁DISCOVER
+- ▁DEED
+- ▁DISTRICT
+- ▁WORSHIP
+- ▁DELAY
+- ▁ADVIS
+- INK
+- ▁VICTORY
+- ▁GEN
+- POSE
+- ▁RETREAT
+- ▁MILK
+- ▁KATY
+- ▁EV
+- ▁LIFT
+- ▁SUFFERING
+- ▁FEATURE
+- ▁SATISFACTION
+- ▁DEFEND
+- ▁BODIES
+- ▁TEETH
+- ▁7
+- ▁PAPA
+- ▁WIT
+- ▁BOSINNEY
+- ▁TRULY
+- ▁SUPERIOR
+- ▁PAL
+- ▁BRO
+- ▁MEAL
+- ▁FIELDS
+- ▁TRICK
+- ▁DULL
+- ▁ENTRANCE
+- ▁FOURTH
+- ▁GUNS
+- ▁FRAME
+- ▁MAJORITY
+- ▁EXCITEMENT
+- ▁MONKEY
+- ▁FLOOD
+- ▁CRAGG
+- ▁PARENTS
+- ▁COMMANDER
+- ▁WEEP
+- ▁ALAS
+- ▁ABSOLUTELY
+- ▁EFFORTS
+- ▁TYPE
+- ▁TRACK
+- ▁WITNESS
+- ▁BURNING
+- ▁BUILD
+- ▁LIST
+- ▁KINGDOM
+- ▁CRIME
+- ▁FARMER
+- ▁SAVED
+- ▁HEAT
+- ▁RELI
+- ▁HELL
+- ▁PERFORM
+- ▁PURSUE
+- ▁GRAN
+- ▁HALT
+- ▁STUFF
+- ▁ESTATES
+- ▁SPARE
+- ▁FRA
+- ▁EVIDENCE
+- ▁GEORGE
+- ▁DRIFT
+- ▁ENTERTAIN
+- ▁DYING
+- ▁EXCUSE
+- ▁FLAME
+- ▁SHAKE
+- ▁INTERESTING
+- ▁SUFFICIENT
+- ▁MOZART
+- ▁YIELD
+- ▁FRIENDLY
+- ▁RECOVER
+- ▁12
+- ▁FLYING
+- ▁AMERICA
+- ▁FALLING
+- ▁TRE
+- ▁ADVICE
+- ▁CATHOLIC
+- ▁DESCEND
+- ▁IMPROVE
+- ▁RUBB
+- ▁ANGEL
+- ▁HUNGRY
+- ▁ARRANGEMENT
+- ▁BABY
+- ▁RESOLVED
+- ▁PROCESS
+- ▁GALL
+- ▁ARTICLE
+- ▁MESSAGE
+- ▁WORST
+- ▁SHOOT
+- ▁GLOOM
+- ▁POSSESSED
+- ▁QUI
+- ▁GENTLY
+- ▁OCCURRED
+- ▁GENTLEMEN
+- ▁ACCEPTED
+- ▁DAILY
+- ▁PUSHED
+- ▁MENTAL
+- ▁LAD
+- KER
+- ▁CIRCLE
+- ▁PROFIT
+- ▁GATHER
+- ▁INFORMATION
+- ▁STRIP
+- ▁CRI
+- ▁TERM
+- ▁HIT
+- ▁PARLIAMENT
+- ▁CLOCK
+- ▁RECENT
+- ▁REFLECT
+- ▁BADE
+- ▁WASTE
+- ▁SHOES
+- ▁COUNSEL
+- ▁NERVOUS
+- ▁SLEPT
+- ▁TRUNK
+- ▁OBEY
+- ▁WAL
+- ▁MAG
+- ▁FLIGHT
+- ▁ASKING
+- ▁POET
+- ▁CURSE
+- ▁ACQUAINTANCE
+- ▁YESTERDAY
+- ▁DRUNK
+- ▁VENTURE
+- ▁NAV
+- ▁BLESS
+- ▁PRODUCE
+- ▁INSPECTOR
+- ▁KEEN
+- ▁SHONE
+- OV
+- ▁LOUIS
+- ▁UNFORTUNATE
+- ▁REBEL
+- ▁DREAMS
+- ▁PAINT
+- ▁SEATED
+- ▁SLIGHT
+- ▁STONES
+- ▁AGAMEMNON
+- ▁CAMPAIGN
+- ▁ADDITION
+- ▁BRIEF
+- ▁BADGER
+- MMED
+- ▁CREATURES
+- ▁TAX
+- ▁REGARDED
+- ▁DEVELOP
+- ▁DISTINGUISH
+- ▁VIOLENT
+- ▁GLEAM
+- ▁RETIRE
+- ▁SUMMON
+- ▁READING
+- ▁KISSED
+- ▁DATE
+- ▁MATCH
+- ▁PROOF
+- ▁ENDED
+- ▁JOINED
+- ▁CHEERFUL
+- ▁LARGER
+- ▁PROPOSED
+- ▁LEST
+- ▁POSITIVE
+- ▁CONGRESS
+- ▁COMPELLED
+- ▁SHOUTED
+- IZE
+- ▁HUNTER
+- ▁REVER
+- ▁SPANIARD
+- ▁WEAPON
+- ▁INCREASED
+- ▁IMAGE
+- ▁MAIDEN
+- ▁ALTER
+- ▁REPUBLIC
+- ▁STARING
+- RIE
+- ▁BLOCK
+- ▁SOLOMON
+- ▁SERVED
+- ▁FAILURE
+- ▁20
+- ▁WORTHY
+- ▁EXTRAORDINARY
+- ▁CALLING
+- ▁STAIRS
+- ▁ROSCOE
+- ▁SPLENDID
+- ▁SOLID
+- ▁ILLUSTRATION
+- ▁BLAME
+- ▁ARCH
+- ▁HELPLESS
+- ▁CATTLE
+- ▁FLEW
+- ▁MERCY
+- ▁SUSPECT
+- ▁ARRANGED
+- ▁PAGE
+- ▁LEE
+- ▁SKILL
+- ▁RECALL
+- ▁PINE
+- ▁KA
+- ▁FAMOUS
+- ▁KINDLY
+- ▁APPOINTED
+- ▁TRAVELER
+- ▁ELEVEN
+- ▁PRACTICE
+- ▁SURRENDER
+- ▁MYSTERIOUS
+- ▁HIGHEST
+- CLINED
+- ▁14
+- ▁NETHERLANDS
+- ▁PL
+- ▁LIBERTY
+- ▁TREASURE
+- ▁TEAR
+- ▁INTERRUPTED
+- ▁STUPID
+- ▁CLEVER
+- ▁EARN
+- ▁ALLAH
+- ▁ANYWHERE
+- ▁REQUEST
+- ▁DEFEAT
+- ▁SAINT
+- ▁MAYBE
+- ▁BUSY
+- MAT
+- ▁WONDERING
+- ▁MENTION
+- ▁RAISE
+- ▁VIRTUE
+- ▁CONSCIOUSNESS
+- ▁ASSUME
+- ▁LION
+- ILITY
+- ▁REWARD
+- ▁FACTOR
+- CAR
+- ▁DECISION
+- ▁GLEGG
+- ▁SCIENCE
+- ▁STADHOLDER
+- ▁RELATIVE
+- ▁STEAL
+- ▁HARRIS
+- ▁BARK
+- ▁HOPED
+- ▁PARTIES
+- ▁AUTHOR
+- ▁PERIL
+- ▁PHIL
+- ▁KNIFE
+- ▁MONTFORT
+- ▁FURNISH
+- ▁STEAM
+- ▁SURFACE
+- LOW
+- ▁GRADUALLY
+- ▁PHYSICAL
+- ▁MAGIC
+- ▁CARD
+- ▁DESPERATE
+- ▁INCIDENT
+- ▁ESTABLISHED
+- ▁VISITOR
+- ▁HANGING
+- IUM
+- ▁OP
+- ▁DRAGG
+- ▁FEATHER
+- ▁PATIENT
+- ▁PURCHASE
+- ▁CLOAK
+- ▁GIANT
+- ▁CHEEKS
+- ▁MODE
+- ▁BASE
+- ▁CITIZEN
+- ▁JUDGMENT
+- ▁TEMPT
+- ▁LONELY
+- ▁STRICT
+- ▁GRIN
+- IUS
+- ▁SHOWN
+- ▁CHOOSE
+- ▁PRETEND
+- ▁WESTERN
+- ▁YEA
+- ▁BEARD
+- ▁BOU
+- ▁KNEE
+- ▁RANG
+- ▁SINGING
+- ▁SANG
+- ▁EXCELLENT
+- ▁NEWSPAPER
+- ▁SPRANG
+- ▁BURIED
+- ▁AFFAIR
+- ▁GRASP
+- ▁FACED
+- ▁ERE
+- ▁HUNTING
+- HOUSE
+- ▁WANDER
+- ▁SAM
+- ▁STIFF
+- ▁MARIJA
+- ▁MYSTERY
+- ▁TEST
+- ▁OPPOS
+- ▁JULY
+- ▁FINAL
+- ▁SUSPICION
+- ▁EXTENT
+- ▁NODDED
+- FALL
+- ▁SOONER
+- ▁EXCEPTION
+- ▁ENCOURAGE
+- ▁SWEAR
+- ▁SENTIMENT
+- ▁FRANC
+- COR
+- ▁SAK
+- ▁EUROPE
+- ▁RESIST
+- ▁FEAST
+- ▁PRINCIPAL
+- ▁REMIND
+- ▁PRECIOUS
+- ▁SPOIL
+- ▁DIVINE
+- ▁SHINING
+- ▁SHELTER
+- LONG
+- ▁ANNE
+- ▁COMMANDED
+- ▁PARK
+- ▁CLOUDS
+- ▁PILE
+- VILLE
+- ▁APPEAL
+- ▁ENCOUNTER
+- ▁GLORIOUS
+- ▁STORIES
+- ▁EASE
+- ▁EXPOS
+- ▁HIND
+- ▁AGENT
+- ▁CART
+- GATE
+- ▁MEMBER
+- ▁ADMITTED
+- ▁PRINT
+- ▁INSTANTLY
+- ▁ADVANCED
+- ▁PIG
+- ▁SALE
+- ▁DELICATE
+- ▁HOSPITAL
+- ▁FORSYTE
+- ▁HASTE
+- ▁STOLE
+- AUNT
+- ▁DESTROY
+- ▁ACTIVE
+- ▁APPROACHED
+- ▁OWNER
+- ▁PRAIRIE
+- ▁EXAMINE
+- ▁BURDEN
+- ▁HEARING
+- ▁FOLD
+- ITUDE
+- ▁CAVE
+- ▁AFFECT
+- ▁IMPRESS
+- ▁HORRIBLE
+- ▁COMFORTABLE
+- ▁FIL
+- ▁PROCEEDED
+- ▁RUST
+- ▁FORTUNATE
+- ▁TWIST
+- ▁LIONEL
+- ▁PREACH
+- ▁DARED
+- RID
+- ▁FORBID
+- FIELD
+- ▁NOON
+- ▁CONVENTION
+- ▁MOURN
+- ▁AWAIT
+- ▁FORGOT
+- ▁BRUSH
+- ▁COUNTESS
+- ▁MARKET
+- ▁CONCERNED
+- ▁ELECTION
+- ▁CHEEK
+- ▁CHOSEN
+- ▁BROW
+- ▁ABANDON
+- ▁ADMIRAL
+- ▁CURIOSITY
+- ▁OBVIOUS
+- ▁REFORM
+- ▁DEBT
+- ▁SOUNDED
+- ▁BUFFALOES
+- ▁COLORED
+- ▁VAC
+- ▁DIVIDED
+- ▁UNUSUAL
+- ▁STROKE
+- ▁STEEL
+- PLACE
+- ▁FEVER
+- ▁9
+- ▁FAN
+- ▁SHAL
+- ▁IMMEDIATE
+- ▁ENABLE
+- ▁RUM
+- ▁MUD
+- ▁ABSENCE
+- ▁TREMBLING
+- ▁SINGULAR
+- ▁LEAF
+- ▁GRIEV
+- ▁TREMBLE
+- ▁BEARING
+- FORE
+- ▁GAZE
+- ▁CORRECT
+- ▁GRIEF
+- ▁POLICY
+- ▁EMPEROR
+- ▁FLINT
+- ATORY
+- ▁ASSIST
+- ▁MID
+- ▁ROLLED
+- ▁CONTINUE
+- ▁FOREVER
+- ▁SCH
+- TRACT
+- ▁BRILLIANT
+- ▁COFFEE
+- ▁CONSCIENCE
+- ▁STRIKING
+- ▁EXCITED
+- ▁ADOPT
+- ▁REMARKABLE
+- ▁SYDNEY
+- ▁WISDOM
+- ▁NEGRO
+- ▁REGRET
+- ▁CREDIT
+- ▁CHRISTMAS
+- ▁AROSE
+- ▁DASH
+- ▁STERN
+- ▁FOOLISH
+- ▁INFINITE
+- ▁FOREHEAD
+- ▁ZE
+- ▁SWEPT
+- ▁LABOUR
+- ▁FLUSH
+- ▁AINSLIE
+- ▁SMELL
+- ▁PARDON
+- ▁MOOD
+- ▁ASHAMED
+- ▁EATING
+- ▁TREATED
+- ▁REALIZED
+- ▁TAR
+- ▁VOL
+- ▁INTERESTED
+- ▁GAY
+- ▁EXPEDITION
+- ▁ARROW
+- ▁ARREST
+- ▁SURVIV
+- COMP
+- ▁LAUGHTER
+- ▁ROOT
+- ▁MONT
+- ▁COMMANDMENT
+- ▁OCTOBER
+- ▁DISTRESS
+- DDY
+- ▁ENDURE
+- ▁TROT
+- GRAPH
+- ▁APART
+- ▁CHARMING
+- ▁PAUSE
+- ▁CONCLUSION
+- ▁ENERGY
+- ▁SUNSHINE
+- ▁SWEEP
+- ▁NERVE
+- ▁ANYONE
+- ▁DUTIES
+- RUS
+- ▁PROFESSOR
+- ▁SOMEONE
+- ▁CONCLUDED
+- ▁PLANET
+- ▁CAREFUL
+- ▁WHIP
+- ▁PRI
+- ▁EXHAUST
+- ▁REIGN
+- ▁DAMN
+- ▁NAN
+- ▁CLOSELY
+- ▁MISSION
+- ▁ARMED
+- ▁REMOV
+- ▁BURNED
+- ▁PLATE
+- ▁BRIGADE
+- ▁CONQUER
+- ▁PACE
+- ▁SUGGEST
+- ▁SEN
+- ▁DEFINITE
+- ▁SURROUNDED
+- ▁CRUSH
+- ▁GUILT
+- ▁INTERVAL
+- ▁ACKNOWLEDG
+- ▁LIEUTENANT
+- ▁PRUDENCE
+- ▁CLIFF
+- ▁COLUMN
+- ▁CRYING
+- ▁HIGHLY
+- ▁WEDDING
+- ▁MAJESTY
+- ▁DESERVE
+- ▁FLUNG
+- ▁CHARM
+- ▁POSSESS
+- ▁MOUNT
+- ▁SLU
+- ▁ARRIVAL
+- ▁INSTITUTION
+- ▁LOUISBOURG
+- ▁RECOGNISE
+- ▁PRISON
+- ▁WOE
+- ▁INVENT
+- ▁11
+- ▁FURIOUS
+- OU
+- ▁LESSON
+- ▁WEARY
+- ▁BRIDE
+- ▁SAILOR
+- ▁EAGERLY
+- ▁FREQUENTLY
+- ▁BEAM
+- ▁BREAKING
+- ▁TROUBLED
+- ▁PERCEIVED
+- ▁ADMIRE
+- ▁STEEP
+- ▁ASSINGHAM
+- ▁CREEK
+- ▁STRAW
+- ▁WHOLLY
+- ▁JEWEL
+- ▁TIED
+- ▁OBSERVATION
+- ▁THOROUGHLY
+- WHAT
+- ▁STRING
+- ▁CONTINUAL
+- ▁PREPARATION
+- ▁EXCEEDING
+- ▁STUDENT
+- ▁POISON
+- ▁HUMBLE
+- ▁CHASE
+- WITH
+- ANCY
+- ▁MADAME
+- ▁CONTEMPT
+- ▁EXCHANGE
+- ▁INSTRUMENT
+- ▁WELDON
+- ▁ECHO
+- ▁LISTENING
+- ▁SECRETARY
+- ▁TOTAL
+- UPON
+- ▁PAINFUL
+- ▁RENDER
+- ▁PUSH
+- ▁USEFUL
+- ▁GOWN
+- ▁TREATY
+- ▁INFORMED
+- ▁USELESS
+- ▁HEAP
+- ▁OBTAIN
+- ▁PEER
+- ▁ACCUSTOMED
+- ▁EXPLANATION
+- ▁SYMPATHY
+- ▁EASTERN
+- ▁INTENSE
+- ▁PROFESSION
+- ▁REMOVED
+- ▁IDLE
+- ▁PAINTED
+- ▁SLIPPED
+- ▁WILT
+- ▁LUST
+- ▁PINK
+- ▁CAPABLE
+- ▁STRONGER
+- ▁WOODEN
+- ▁DECK
+- ▁TRAMP
+- ▁FETCH
+- ▁FENCE
+- ▁COSTUME
+- ▁TRACE
+- ▁PROSPECT
+- ▁IDEAL
+- ▁HARPER
+- ▁CENTRE
+- ▁FISHER
+- ▁ESCAPED
+- ▁FURNITURE
+- ▁RAILROAD
+- ▁INNOCENT
+- ▁DESTIN
+- ▁CONSUM
+- ▁EYED
+- ▁FEARFUL
+- ▁SOOTH
+- ▁UNRE
+- ▁MOUNTED
+- ▁PITCH
+- ▁MINOR
+- ▁DESIRED
+- ▁SOCRATES
+- ▁CHOICE
+- ▁THRONE
+- ▁REVEAL
+- ▁BRAND
+- ▁JOSEPHINE
+- ▁HUNGER
+- ▁DESTROYED
+- HEAD
+- ▁ACCOMPANIED
+- ▁EXHIBIT
+- ▁13
+- ▁SANK
+- ▁DESCRIBED
+- ▁INDUSTRIAL
+- ▁PHILOSOPHY
+- ▁SEPTEMBER
+- ▁EXPENSE
+- ▁LOYAL
+- ▁SADDLE
+- ▁REPRESENTATIVE
+- ▁WARNING
+- ▁CANDLE
+- ▁OBTAINED
+- ▁DOUBTLESS
+- ▁INSIST
+- ▁THREAD
+- ▁SPAIN
+- ▁TRAVELLER
+- MOST
+- ▁CABIN
+- ▁AGREE
+- ▁DOMESTIC
+- ▁BETRAY
+- ▁PEPPER
+- ▁BEHOLD
+- ▁BULLET
+- ▁AMSTERDAM
+- ▁SELECT
+- ▁ENGINE
+- ▁RIDGE
+- ▁CENTER
+- ▁ANNOUNCED
+- ▁CLE
+- ▁MANAGED
+- ▁ARISE
+- WORK
+- ▁PROVISION
+- ▁PRESERVE
+- URAL
+- ▁TRIAL
+- ISTIC
+- ▁EDITH
+- ▁INTELLIGENCE
+- ▁JANUARY
+- ▁MAGNIFICENT
+- ▁BECOMING
+- ▁VOLUME
+- ▁WOLF
+- ▁NOVEL
+- ▁QUIVER
+- ▁FEED
+- ▁PLUM
+- ▁DRAGON
+- ▁DEPARTMENT
+- ▁JANE
+- ▁RUDE
+- ▁KINDNESS
+- HEAR
+- ▁EARL
+- ▁BLESSED
+- ▁PROPORTION
+- ▁ADMINISTRATION
+- ▁COTTAGE
+- ▁PUBLISH
+- ▁POLITE
+- ▁SPAKE
+- ▁CLERK
+- ▁CONSIDERATION
+- ▁MARSH
+- ▁FRIENDSHIP
+- ▁PROTECTION
+- ▁RETAIN
+- ▁CLO
+- ▁YELL
+- ▁DISCUSS
+- ▁REPEAT
+- ▁SWALLOW
+- ▁DISPLAY
+- ▁UNCONSCIOUS
+- ▁VICTIM
+- ▁FAREWELL
+- ▁JEALOUS
+- ▁CLUB
+- ▁OCEAN
+- ▁ELDER
+- ▁SAFETY
+- ▁ACCOMPLISHED
+- ▁OBSERVE
+- ▁DEEM
+- ▁SETTING
+- ▁ANXIETY
+- ▁PRIVILEGE
+- ▁PROPOSAL
+- ▁SELDOM
+- ▁COMMISSION
+- ▁SWUNG
+- ▁WORRY
+- ▁RIFLE
+- ▁LACE
+- ▁REALITY
+- ▁DEL
+- ▁PROVIDED
+- ▁HERCULES
+- ▁UNEXPECTED
+- ▁AVAIL
+- ▁INDICATE
+- ▁PERMITTED
+- ▁PRECED
+- ▁RUSSIA
+- ▁PUTT
+- ▁DISCUSSION
+- HU
+- ▁GAINED
+- ▁SUFFICIENTLY
+- ▁GIT
+- ▁ARTIST
+- COURSE
+- ▁OCCUR
+- ▁EXPRESSED
+- ▁BENEFIT
+- ▁CONFUSION
+- ▁ETERNAL
+- ▁SIBYL
+- ▁UNIVERSE
+- ▁GREEK
+- ▁BIRTH
+- ▁SLOPE
+- ▁TITLE
+- ▁III
+- ▁RENDERED
+- ▁DIRTY
+- ▁TRAP
+- ▁PRODUCT
+- ▁CONNECT
+- ▁FLEE
+- ▁CONSTRUCT
+- ▁EQUI
+- ▁GARRISON
+- ▁PATIENCE
+- ▁SPECIES
+- ▁COUNTENANCE
+- ▁SHRIEK
+- ▁CONFIDENT
+- ▁FUNNY
+- ▁CONDEMNED
+- ▁MARI
+- ▁STAT
+- ▁CITIES
+- ▁NEST
+- ▁WANDERING
+- ▁ECONOMIC
+- ▁TREMENDOUS
+- ▁CONCEIVE
+- ▁CONFINE
+- ▁SIXTY
+- ▁DOORWAY
+- ▁OAK
+- ▁CAPTURED
+- ▁ENORMOUS
+- ▁NEGLECT
+- ▁RESOLUTION
+- ▁BALANCE
+- ▁EXACT
+- ▁DETECTIVE
+- WELL
+- ▁INSISTED
+- ▁EKE
+- ▁SETTLE
+- ▁FULFIL
+- ▁NUMEROUS
+- OLOGY
+- ▁PLUNG
+- ROOM
+- ▁REFLECTION
+- ▁VEIL
+- ▁WAV
+- ▁INCREASE
+- ▁RICHMOND
+- ▁STATEMENT
+- ▁SUGGESTION
+- ▁OIL
+- ▁OBJECTION
+- ▁MIDNIGHT
+- ▁CONSULT
+- ▁MISERABLE
+- ▁SCHEME
+- ▁ERECT
+- ▁SPELL
+- ▁LAWYER
+- ▁GRIP
+- ▁HOPELESS
+- ▁TRIP
+- ▁THREAT
+- ▁ABRUPT
+- ▁CULTIVAT
+- ▁PUZZL
+- ▁IRELAND
+- ▁BEEF
+- ▁WAGON
+- ▁VICE
+- ▁ESSENTIAL
+- ▁WITHDRAW
+- ▁EIGHTEEN
+- ▁MARVEL
+- ▁GENIUS
+- ▁KIN
+- ▁ASSERT
+- ▁UTTERLY
+- ▁PROP
+- ▁BEATEN
+- ▁WRITER
+- ▁WAG
+- ▁SUPREME
+- ▁LIBERAL
+- ▁GENERATION
+- ▁WINFIELD
+- ▁CREATED
+- ▁BEGGED
+- ▁SLIGHTLY
+- ▁COMPOSED
+- ▁VARI
+- ▁SUCCEED
+- ▁GAZED
+- ▁GLIMPSE
+- ▁PATRIOT
+- ▁VERTREES
+- ▁CLAUDE
+- ▁SPIRITUAL
+- ▁SHIFT
+- ▁DEPTH
+- ▁BRANCHES
+- ▁DRIVER
+- ▁INCHES
+- ▁DENY
+- ▁FEBRUARY
+- ▁NOVEMBER
+- ▁BELIEF
+- ▁WIVES
+- UCTION
+- ▁INTENT
+- ▁WITT
+- ▁VICTOR
+- ARILY
+- ▁AINO
+- ▁CHIN
+- ▁WHARTON
+- ▁BORDER
+- ▁LOVING
+- ▁CREPT
+- ▁TUMBL
+- ▁SWELL
+- ▁KICK
+- ▁VIRGINIA
+- ▁BLOSSOM
+- ▁OPPRESS
+- ▁UTMOST
+- ▁VOYAGE
+- ▁VANISHED
+- ▁STAMP
+- ▁MORTAL
+- ▁OBSERV
+- ▁ROGER
+- ▁RESTORE
+- BUT
+- ▁DESCRIBE
+- ▁ROPE
+- ▁PROFOUND
+- ▁SPECTACLE
+- ▁BOTTLE
+- ▁POVERTY
+- ▁DISPUTE
+- ▁DEVOTED
+- ▁SINK
+- ▁30
+- ▁SHARPLY
+- ▁SHIELD
+- ▁QUALITY
+- ▁VISIBLE
+- ▁OATH
+- ▁HIDING
+- ▁SCATTERED
+- ▁BREED
+- ▁JAR
+- ▁CONNECTION
+- ▁SCALE
+- ▁OWE
+- ▁STEW
+- ▁PERMIT
+- ▁HEPSEY
+- ▁DIGNITY
+- ▁INDULGE
+- ▁CEASE
+- ▁DANCING
+- ▁BENCH
+- ▁RENT
+- ▁ENTR
+- ▁MADAM
+- WORTH
+- ▁BATTALION
+- ▁UNHAPPY
+- ▁SECTION
+- ▁DRANK
+- ▁ANYHOW
+- ▁ELLEN
+- ▁MERRY
+- ▁VERSE
+- ▁CONVINCED
+- ▁SPARK
+- ▁COTTON
+- ▁MISERY
+- ▁INSULT
+- ▁INTRODUCED
+- ▁CAPTURE
+- ▁WRETCHED
+- WOOD
+- ▁SIGNAL
+- ▁BOWL
+- ▁INDEPENDENT
+- ▁PRECISELY
+- ▁COMPASS
+- ▁EMBRAC
+- ▁TRADITION
+- ▁HESITATED
+- ▁INTERFERE
+- ▁INVITED
+- UX
+- ▁APARTMENT
+- ▁BOSS
+- ▁BREEZE
+- ▁EXPERIMENT
+- ▁GRATEFUL
+- ▁SIEGE
+- ▁CONVEY
+- ▁SCORN
+- ▁ASSISTANCE
+- ▁STYLE
+- ▁DEPARTED
+- ▁PRODUCTION
+- ▁COUNTER
+- ▁DRAG
+- ▁EMBARRASS
+- ▁IMPATIENT
+- ▁RECOLLECT
+- ▁RAIL
+- ▁BARON
+- ▁MILD
+- ▁SHAKING
+- ▁EUROPEAN
+- ▁RICHARD
+- ▁CREW
+- ▁NEAT
+- ▁REASONABLE
+- ▁ABSURD
+- ▁PHRASE
+- ▁THRILL
+- ▁SUGAR
+- ▁SOURCE
+- ▁BOSOM
+- ▁TERRA
+- ▁REDUCED
+- ▁WAGES
+- ▁CAKE
+- ▁GROWTH
+- ▁BRANCH
+- ▁FREDERICK
+- ▁SIXTEEN
+- ▁THREATENED
+- ▁HASTILY
+- ▁COMMUNICATION
+- TAKE
+- ▁CARELESS
+- ▁POND
+- ▁COUNTY
+- ▁WIRE
+- ▁COAL
+- ▁DOCTRINE
+- ▁HEAVILY
+- ▁GENEROUS
+- ▁COMMITTEE
+- ▁NAKED
+- ▁ABSOLUTE
+- ▁STAFF
+- ▁PHILO
+- ▁GROAN
+- ▁SPORT
+- ▁BOND
+- ▁METAL
+- ▁POPULATION
+- ▁UNIVERSAL
+- ▁COYOTE
+- ▁CRASH
+- ▁CHARACTERISTIC
+- ▁WOOL
+- ▁AGONY
+- ▁STARTLED
+- ▁OW
+- ▁WHIL
+- ▁MOCK
+- ▁DESPITE
+- ▁VALUABLE
+- ▁RESERVE
+- ▁DISPOSED
+- ▁MANIFEST
+- ▁CENTRAL
+- ▁DARLING
+- ▁PROPHET
+- ▁SHIRT
+- ▁DISCOVERY
+- ▁IGNORANT
+- ATTERED
+- ▁PULLET
+- MMING
+- ▁FATAL
+- ▁FROG
+- ▁FIX
+- ▁MISFORTUNE
+- ▁SATISFY
+- ▁DECEMBER
+- ▁PREVAIL
+- ▁CANADIAN
+- ▁PURPLE
+- ▁CARPET
+- ▁ANYWAY
+- ▁PRESSURE
+- ▁EVIDENT
+- ▁ARAB
+- ▁CHILL
+- ▁WEYMOUTH
+- ▁RESIGN
+- ▁DRIVING
+- ▁ERROR
+- ▁FROWN
+- ▁EARLIER
+- ▁GLANC
+- ABILITY
+- ▁POOL
+- ▁FOE
+- ▁ACQUIRE
+- ▁DESTRUCTION
+- ▁MELANCHOLY
+- ▁STUCK
+- ▁PEASANT
+- ▁LINGER
+- ▁PUNISHMENT
+- ▁EATEN
+- ▁PILGRIM
+- ▁GLITTER
+- ▁HOLLOW
+- ▁25
+- ▁STIRRED
+- ▁RESISTANCE
+- ▁HINT
+- ▁CABINET
+- ▁VERVER
+- ▁MOSS
+- ▁PUNISH
+- RIDGE
+- ▁BERTRADE
+- ▁SECURITY
+- ▁DEFENCE
+- ▁HARBOUR
+- ▁BASKET
+- ▁DISEASE
+- ▁LITERATURE
+- ▁HAUNT
+- ▁YO
+- ▁OFFEND
+- ▁OCCASIONALLY
+- ▁BELOVED
+- ▁CHICKEN
+- ▁THIRST
+- ▁INTIMATE
+- ▁TIP
+- ▁INTEND
+- ▁JOKE
+- ▁GRANDFATHER
+- ▁LANCASTER
+- ▁PRONOUNCE
+- ▁STEADILY
+- ▁LEISURE
+- ▁DECIDE
+- ▁CURL
+- ▁INDUSTRY
+- ▁RELIEVED
+- ▁STEADY
+- ▁CURRENT
+- ▁RESTRAIN
+- ▁JOHNNIE
+- ▁CONVICTION
+- ▁LIGHTNING
+- ▁SERIES
+- RUNG
+- ▁REFUSE
+- ▁PALM
+- ▁ASSENT
+- ▁SNATCH
+- ▁POWDER
+- ▁COARSE
+- ▁MOTIVE
+- ▁TORTURE
+- ▁LANE
+- ▁PROVIDE
+- ▁BACKWARD
+- ▁JAIL
+- ▁ARMIES
+- ▁GOVERN
+- ▁SOCIALIST
+- ▁CENTURIES
+- ▁HANDKERCHIEF
+- ▁VIOLENCE
+- ▁JASON
+- ▁FLOUR
+- ▁WEPT
+- ▁SPUR
+- ▁PEA
+- ▁MIRROR
+- ▁RESOURCE
+- ▁SHUDDER
+- ▁GRACIOUS
+- ▁MAMMA
+- ▁DROWN
+- ▁ANNOY
+- ▁SLID
+- ▁COMMENT
+- AVING
+- IZING
+- ▁SEAL
+- ▁BLANK
+- ▁ENTHUSIASM
+- ▁REJECT
+- ▁UPSTAIRS
+- ▁REFUGE
+- ▁SACRED
+- ▁MEADOW
+- ▁CREEP
+- ▁SILLY
+- ▁CRAWL
+- ▁GAZ
+- ▁MONSTER
+- ▁DIFFICULTIES
+- ▁ROUTE
+- ▁PROCESSION
+- ▁THIRTEEN
+- ▁ENDEAVOUR
+- ▁REPROACH
+- ▁ACCESS
+- ▁LEAGUE
+- ▁GESTURE
+- ▁HONEY
+- ▁RAILWAY
+- ▁BERLING
+- ▁FANNY
+- ▁RAM
+- ▁CLERGY
+- ▁CRIMINAL
+- ▁COLLEGE
+- ▁POLISH
+- ▁RENEW
+- ▁NUR
+- ▁NEIGHBOUR
+- ▁PERSEUS
+- ▁FOURTEEN
+- ▁BEGGAR
+- ▁PEARL
+- ▁WAX
+- ▁EXTRA
+- ▁PERISH
+- ▁FAME
+- ▁CLUTCH
+- ▁CONTEMPLAT
+- ▁MESSENGER
+- ▁SLEEVE
+- ▁CALIPH
+- ▁WHISTLE
+- ▁LUNCH
+- ▁SCREEN
+- ▁IMITAT
+- MASTER
+- ▁TIDE
+- ▁SUCCESSION
+- ▁NEAREST
+- MORE
+- ▁PURSUIT
+- ▁QUALITIES
+- ▁SURROUNDING
+- ▁DECEIVE
+- ▁SLIGHTEST
+- ▁ZEAL
+- ▁DELIBERATE
+- ▁EMPIRE
+- ▁RECOMMEND
+- ▁EUCHRE
+- ▁SUBMIT
+- ▁SMART
+- ▁ALOUD
+- ▁INFER
+- ▁SEIZE
+- ▁COLLECTION
+- ▁DECENT
+- ROUND
+- ▁ACCORD
+- ▁EXECUTION
+- ▁PHILOSOPHER
+- ▁UNCERTAIN
+- ▁MEDICINE
+- ▁MERCER
+- ▁BAHR
+- ▁BARBAR
+- ▁DEPARTURE
+- ▁PATCH
+- ▁COUNTRIES
+- ▁FREQUENT
+- ▁DEVELOPMENT
+- ▁ARRAY
+- ▁GANG
+- ▁JEST
+- ▁CRIES
+- ▁DAT
+- ▁AUTUMN
+- ▁EXQUISITE
+- ▁SPECULAT
+- ▁SNAKE
+- ▁DRAMA
+- ▁YEH
+- ▁APPARENT
+- ARIA
+- ▁DELIGHTFUL
+- ▁SEX
+- ▁EPI
+- ▁PROVINCIAL
+- ▁ABSENT
+- ▁SLAIN
+- ▁WHIRL
+- ▁UGLY
+- ▁SHIVER
+- ▁SUNSET
+- ▁IGNORANCE
+- ▁HAMMER
+- ▁MEANTIME
+- ▁CHOSE
+- ▁REALIZE
+- ▁TERRITORY
+- ▁QUANTITY
+- ▁IMPULSE
+- ▁FLANK
+- ▁MUTTERED
+- ▁SUBTLE
+- ▁FOG
+- ▁24
+- ▁DESK
+- ▁BLANKET
+- ▁DISAPPEAR
+- ▁BLADE
+- ▁CHICAGO
+- ▁ILLINOIS
+- ▁PLATFORM
+- ▁JOURNAL
+- ▁ACCUSE
+- ▁PIANO
+- ▁DESPISE
+- ▁GORGE
+- ▁SNAPPED
+- ▁DUSK
+- ▁HASTENED
+- ▁VIGOROUS
+- ▁ADMIRATION
+- ▁ATTRIBUT
+- ▁INTELLIGENT
+- ▁LEATHER
+- ▁LINDON
+- ▁INHABITANTS
+- ▁ORNAMENT
+- ▁MOONLIGHT
+- ▁NEGOTIATION
+- ▁22
+- ▁TIGER
+- ▁UNDERTAKE
+- ▁AGREEABLE
+- ▁DRIED
+- ▁WAIST
+- ▁WAIL
+- ▁WEAKNESS
+- ▁COMPOS
+- ▁CHANNEL
+- ▁HORIZON
+- ▁INCREASING
+- ▁ZEELAND
+- ▁BUNDLE
+- ▁ROBBER
+- ▁SPEAR
+- ▁JESUS
+- ▁SENSATION
+- ▁SWEAT
+- ▁NEIGHBORHOOD
+- ▁HARSH
+- ▁HOOK
+- ▁RIVAL
+- ▁MERIT
+- ▁SCORE
+- ▁SEW
+- ▁RICE
+- ▁ABROAD
+- ▁FEEBLE
+- ▁VOLUNTEER
+- ▁REMOTE
+- ▁AROUSED
+- ▁HITHER
+- ▁COLLAR
+- IFYING
+- ▁PRIV
+- ▁ACHIEVE
+- ▁DESPATCH
+- ▁FAMILIES
+- ▁NONSENSE
+- ▁PERPLEX
+- ▁HUMOUR
+- ▁LINDA
+- ▁WILDERNESS
+- ▁COMMITTED
+- ▁LASH
+- ▁PUFF
+- ▁SEVENTY
+- ▁DART
+- ▁SCOW
+- ▁PROVINCE
+- ▁ESTATE
+- ▁COMPARED
+- ▁POLITICS
+- ▁SKIRT
+- ▁FEDERAL
+- ▁VARIETY
+- ▁WRATH
+- ▁STOOP
+- ▁ETC
+- ▁NAUGHT
+- ▁POETRY
+- ▁WRIT
+- ▁PEL
+- ▁PARISH
+- ▁SWIM
+- ▁LIBRARY
+- ▁PILLOW
+- ▁MISSOURI
+- ▁RELEASE
+- ▁NOUGHT
+- ▁SCRAP
+- ▁AUTHORITIES
+- ▁CHEAP
+- ▁COMMUNITY
+- ▁GALLANT
+- ▁GRACEFUL
+- ▁RUB
+- ▁CONTRAST
+- ▁CIGAR
+- ▁LIKEWISE
+- ▁CRAFT
+- ▁VITAL
+- ▁MARBLE
+- ▁TREATMENT
+- ▁ORIGIN
+- ▁SCENT
+- ▁CARDIGAN
+- ▁THEOBALD
+- ▁IMMORTAL
+- ▁ELBOW
+- ▁BISON
+- ▁ENTERPRISE
+- ▁PROGRAM
+- ▁SLAUGHTER
+- ▁UNWILLING
+- ▁BLEW
+- ▁DONKEY
+- ▁HUMOR
+- ▁LEGAL
+- ▁INDIA
+- ▁ASTONISHED
+- ▁COMMERCIAL
+- ▁INDEPENDENCE
+- ▁UNJUST
+- ▁GRATITUDE
+- ▁RESIDENCE
+- ▁CHANGING
+- ▁SMOT
+- ▁MODERATE
+- ▁BUNCH
+- ▁POLLY
+- ▁FADED
+- ▁CONTRACT
+- ▁JUSTIFIED
+- ▁BERG
+- ▁POEM
+- ▁COWARD
+- ▁PRIZE
+- ▁SUPPOS
+- ▁CANDIDATE
+- ▁REPUTATION
+- ▁VIENNA
+- ▁COUNTERPA
+- ▁JERK
+- ▁GLARE
+- ▁REPUBLICAN
+- ▁GROVE
+- ▁WIPE
+- ▁WRAP
+- ▁APPLIED
+- ▁COMPLEX
+- ▁CONFIRM
+- ▁DEMOCRACY
+- ▁ELSEWHERE
+- ▁FEMALE
+- ▁JENNIE
+- ▁MCCLELLAN
+- ▁OVERWHELM
+- ▁PERPETUAL
+- ▁POSSIBILITY
+- ▁PROCLAMATION
+- ▁LEGISLATI
+- ▁LAURA
+- ▁ALTAR
+- ▁HITHERTO
+- ▁FITTED
+- ▁FLATTER
+- ▁FOUL
+- FACE
+- ▁COMMIT
+- ▁ATMOSPHERE
+- ▁CONFLICT
+- ▁DEFECT
+- ▁PHILADELPHIA
+- ▁SLENDER
+- ▁MONARCH
+- ▁PERFUME
+- ▁THITHER
+- ▁FLUTTER
+- ▁MARIANNE
+- ▁SUMMIT
+- ▁BUNNY
+- ▁WARRIOR
+- ▁QUAINT
+- ▁EDWARD
+- ▁FACING
+- ▁27
+- ▁DEMOCRATIC
+- ▁STOUT
+- CUT
+- ▁APOSTLE
+- ▁ASSEMBLED
+- ▁AWKWARD
+- ▁ELZBIETA
+- ▁INJUSTICE
+- ▁NECESSARI
+- ▁REFERENCE
+- ▁MAURICE
+- ▁ENCHANT
+- ▁ANTICIPAT
+- ▁REPAIR
+- ▁PORCH
+- ▁STUMBL
+- ▁RAISING
+- ▁CONVERT
+- ▁ANCHOR
+- ▁TRANSPORT
+- ▁EKEBY
+- ▁FAVORITE
+- ▁BEDROOM
+- ▁DESCRIPTION
+- ▁FASTENED
+- ▁DUCK
+- ▁DOUBTFUL
+- ▁ARCHITECT
+- ▁LANTERN
+- ▁SPECIMEN
+- ▁STUDIED
+- ▁PETRIE
+- ▁CONTRIV
+- ▁BATTERY
+- ▁DISASTER
+- ▁WHISK
+- ▁SLAY
+- ▁BEETLE
+- ▁EXCESS
+- ▁177
+- ▁COMBINATION
+- ▁COMBINED
+- ▁DIAMOND
+- ▁FUNDAMENTAL
+- ▁REVENGE
+- ▁SUSTAIN
+- ▁BRASS
+- ▁BARREL
+- ▁AVERAGE
+- ▁RAVEN
+- ▁ALLIANCE
+- ▁SPLIT
+- MINATE
+- ▁LOSING
+- ▁STAIN
+- ▁ASSEMBLY
+- ▁CONTACT
+- ▁INDIFFERENT
+- ▁PENSIONERS
+- ▁EASIER
+- ▁FUNCTION
+- ▁INSECT
+- ▁INVITATION
+- ▁JAPAN
+- ▁LADDER
+- ▁TORMENT
+- ▁NAIL
+- ▁DISGUST
+- ▁REFRESH
+- ▁WROUGHT
+- ▁HATHAWAY
+- ▁SURGEON
+- ▁HOUSEHOLD
+- ▁ROAST
+- ▁PEAK
+- ▁FINISH
+- ▁CONVERS
+- ▁APPRECIATE
+- ▁ARCHBISHOP
+- ▁ASSOCIATE
+- ▁ASTONISHMENT
+- ▁COMPLIMENT
+- ▁BARGAIN
+- ▁ATHERTON
+- ▁LINK
+- ▁SALOON
+- ▁23
+- ▁PREPARE
+- ▁ABSORB
+- ▁AMBITION
+- ▁GENUINE
+- ▁MUSKET
+- ▁REJOICE
+- ▁AMUSEMENT
+- ▁IMPERIAL
+- ▁BROOK
+- ▁WIDOW
+- ▁FRAGMENT
+- ▁ARGUE
+- ▁ARMAND
+- ▁HIDEOUS
+- ▁MOL
+- ▁DARING
+- ▁DISTINCTION
+- ▁MODEL
+- ▁ROME
+- ▁BLUSH
+- ▁ENFORCE
+- ▁BEHAVE
+- ▁KNOT
+- ▁WHALE
+- ▁ENSU
+- ▁APPROVE
+- ▁CEREMONY
+- ▁RESPOND
+- ▁TELEGRAPH
+- ▁VULGAR
+- ▁WOLVES
+- ▁ASSURANCE
+- ▁OZMA
+- ▁STELLING
+- ▁FLOCK
+- ▁ACCENT
+- ▁RATTL
+- ▁26
+- COURT
+- ▁LITERAL
+- ▁MARIA
+- ▁DISPOSITION
+- ▁INTERVIEW
+- ▁RESPONSIBILITY
+- ▁ACTIVITY
+- ▁THORNE
+- ▁TIMID
+- ▁REGULAT
+- ▁ROUSED
+- ▁WRAPPED
+- ▁SUNLIGHT
+- ▁BASIS
+- ▁AUDIENCE
+- ▁ULTIMATE
+- ▁THRONG
+- ▁HESITATION
+- ▁SAVING
+- ▁TRIBE
+- ▁ARRIVE
+- ▁CROP
+- ▁DIRT
+- ▁ABUNDANT
+- ▁BORROW
+- ▁ESCORT
+- ▁PROSPERITY
+- ▁REVOLVER
+- ▁UNIFORM
+- ▁REBELLION
+- ▁TICKET
+- ▁SLICE
+- ▁COPY
+- ▁ITALIAN
+- KEEPER
+- ▁SPIDER
+- ▁MOTIONLESS
+- ▁MOUSE
+- ▁OWL
+- ▁VEX
+- ▁HATRED
+- ▁SETTLEMENT
+- ▁STANDARD
+- CONNOR
+- ▁CONTINENT
+- ▁OCCUPATION
+- ▁SUSPICIOUS
+- ▁INVISIBLE
+- ▁MUSCLE
+- ▁UPRIGHT
+- ▁PUMP
+- ▁DENIED
+- ▁HAGUE
+- ▁FRONTIER
+- ▁WRETCH
+- ▁DETECT
+- ▁DISAPPOINTMENT
+- ▁NICHOLAS
+- ▁THYSELF
+- ▁BELGIAN
+- ▁SWORE
+- ▁HUSH
+- ▁ESTABLISHMENT
+- ▁DOLLAR
+- ▁TRANSLAT
+- ▁BLAZE
+- ▁SEMI
+- ▁DIFFER
+- ▁CONFUSED
+- ▁MIRACLE
+- ▁PERSUADED
+- ▁BLOOM
+- ▁COPPER
+- ▁TRENCH
+- ▁RAFT
+- DICATION
+- ▁PERFORMANCE
+- ▁ESTIMATE
+- ▁PERSECUT
+- ▁RESPONSIBLE
+- ▁SCIENTIFIC
+- ▁TELEGRAM
+- ▁INTERPRET
+- ▁MANUFACTUR
+- ▁ENGAGEMENT
+- ▁YONDER
+- ▁DISORDER
+- ▁OVERCOME
+- ▁WRECK
+- ▁MANKIND
+- ▁BOAST
+- ▁CONTEST
+- ▁SLIM
+- ▁LATIN
+- ▁TEXT
+- ▁DOLOR
+- ▁ANNOUNC
+- ▁DISDAIN
+- ▁DISGUISE
+- ▁EUTHY
+- ▁VELVET
+- ▁THIEF
+- ▁AFRICA
+- ▁FUNERAL
+- ▁FIFTH
+- ▁SAWTELLE
+- ▁SCOTT
+- ▁DREARY
+- ▁VIVID
+- ▁DENSE
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+init: null
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+    ctc_type: builtin
+    reduce: true
+    ignore_nan_grad: null
+    zero_infinity: true
+    brctc_risk_strategy: exp
+    brctc_group_strategy: end
+    brctc_risk_factor: 0.0
+joint_net_conf: null
+use_preprocessor: true
+use_lang_prompt: false
+use_nlp_prompt: false
+token_type: bpe
+bpemodel: data/en_token_list/bpe_unigram5000/bpe.model
+non_linguistic_symbols: null
+cleaner: null
+g2p: null
+speech_volume_normalize: null
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+noise_db_range: '13_15'
+short_noise_thres: 0.5
+aux_ctc_tasks: []
+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
+    - 27
+    num_freq_mask: 2
+    apply_time_mask: true
+    time_mask_width_ratio_range:
+    - 0.0
+    - 0.05
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+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
+    lsm_weight: 0.1
+    length_normalized_loss: false
+preencoder: null
+preencoder_conf: {}
+encoder: e_branchformer
+encoder_conf:
+    output_size: 512
+    attention_heads: 8
+    attention_layer_type: rel_selfattn
+    pos_enc_layer_type: rel_pos
+    rel_pos_type: latest
+    cgmlp_linear_units: 3072
+    cgmlp_conv_kernel: 31
+    use_linear_after_conv: false
+    gate_activation: identity
+    num_blocks: 17
+    dropout_rate: 0.1
+    positional_dropout_rate: 0.1
+    attention_dropout_rate: 0.1
+    input_layer: conv2d
+    layer_drop_rate: 0.1
+    linear_units: 1024
+    positionwise_layer_type: linear
+    macaron_ffn: true
+    use_ffn: true
+    merge_conv_kernel: 31
+postencoder: null
+postencoder_conf: {}
+ntm: null
+ntm_conf: {}
+decoder: transformer
+decoder_conf:
+    attention_heads: 8
+    linear_units: 2048
+    num_blocks: 6
+    dropout_rate: 0.1
+    positional_dropout_rate: 0.1
+    self_attention_dropout_rate: 0.1
+    src_attention_dropout_rate: 0.1
+    layer_drop_rate: 0.2
+preprocessor: default
+preprocessor_conf: {}
+required:
+- output_dir
+- token_list
+version: '202402'
+distributed: false

exp/asr_train_asr_e_branchformer_raw_en_bpe5000_sp/valid.acc.ave_10best.pth

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