Update model

README.md

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+---
+tags:
+- espnet
+- audio
+- automatic-speech-recognition
+language: en
+datasets:
+- coraal
+license: cc-by-4.0
+---
+
+## ESPnet2 ASR model
+
+### `kalbin/coraal_wavlm_transformer`
+
+This model was trained by Kalvin Chang using coraal recipe in [espnet](https://github.com/espnet/espnet/).
+
+### Demo: How to use in ESPnet2
+
+Follow the [ESPnet installation instructions](https://espnet.github.io/espnet/installation.html)
+if you haven't done that already.
+
+```bash
+cd espnet
+git checkout 11a41ccd01ea619dc928a34236322430aac59906
+pip install -e .
+cd egs2/coraal/asr1
+./run.sh --skip_data_prep false --skip_train true --download_model kalbin/coraal_wavlm_transformer
+```
+
+<!-- Generated by scripts/utils/show_asr_result.sh -->
+# RESULTS
+## Environments
+- date: `Wed Aug 28 11:48:57 EDT 2024`
+- python version: `3.9.18 (main, Sep 11 2023, 13:41:44)  [GCC 11.2.0]`
+- espnet version: `espnet 202402`
+- pytorch version: `pytorch 1.12.1`
+- Git hash: `b514bee2573e38b64b83a91d8d53e88f6875ce6b`
+  - Commit date: `Wed Aug 28 10:32:30 2024 -0400`
+
+## exp/asr_train_asr_wavlm_transformer_raw_en_bpe5000_sp
+### WER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|
+|decode_asr_asr_model_valid.acc.best/test|4351|80482|90.5|7.8|1.7|1.3|10.9|62.9|
+
+### CER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|
+|decode_asr_asr_model_valid.acc.best/test|4351|385167|95.6|2.1|2.3|1.7|6.1|62.9|
+
+### TER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|
+|decode_asr_asr_model_valid.acc.best/test|4351|93612|88.5|6.9|4.6|1.5|13.0|62.9|
+
+## ASR config
+
+<details><summary>expand</summary>
+
+```
+config: conf/tuning/train_asr_wavlm_transformer.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_wavlm_transformer_raw_en_bpe5000_sp
+ngpu: 1
+seed: 2022
+num_workers: 4
+num_att_plot: 0
+dist_backend: nccl
+dist_init_method: env://
+dist_world_size: 2
+dist_rank: 0
+local_rank: 0
+dist_master_addr: localhost
+dist_master_port: 56949
+dist_launcher: null
+multiprocessing_distributed: true
+unused_parameters: false
+sharded_ddp: false
+cudnn_enabled: true
+cudnn_benchmark: false
+cudnn_deterministic: false
+use_tf32: false
+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
+    - acc
+    - max
+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: true
+log_interval: 400
+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:
+- frontend.upstream
+num_iters_per_epoch: null
+batch_size: 20
+valid_batch_size: null
+batch_bins: 16000000
+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
+chunk_max_abs_length: null
+chunk_discard_short_samples: true
+train_data_path_and_name_and_type:
+-   - dump/raw/train_sp/wav.scp
+    - speech
+    - sound
+-   - dump/raw/train_sp/text
+    - text
+    - text
+valid_data_path_and_name_and_type:
+-   - dump/raw/dev/wav.scp
+    - speech
+    - sound
+-   - dump/raw/dev/text
+    - text
+    - text
+multi_task_dataset: false
+allow_variable_data_keys: false
+max_cache_size: 0.0
+max_cache_fd: 32
+allow_multi_rates: false
+valid_max_cache_size: null
+exclude_weight_decay: false
+exclude_weight_decay_conf: {}
+optim: adam
+optim_conf:
+    lr: 0.002
+    weight_decay: 1.0e-06
+scheduler: warmuplr
+scheduler_conf:
+    warmup_steps: 15000
+token_list:
+- <blank>
+- <unk>
+- ▁i
+- ''''
+- ▁and
+- ▁the
+- s
+- ▁to
+- ▁you
+- ▁a
+- ▁it
+- ▁that
+- ▁was
+- t
+- ▁like
+- ▁know
+- ▁in
+- ▁uh
+- ▁of
+- ▁they
+- ▁we
+- ▁um
+- ▁my
+- ▁so
+- ▁he
+- ▁but
+- ▁just
+- ▁she
+- ▁on
+- ▁had
+- ▁me
+- ▁there
+- ▁have
+- ▁don
+- m
+- ▁what
+- ▁then
+- ▁go
+- ▁this
+- ▁for
+- ▁when
+- ▁be
+- ▁all
+- ▁up
+- ▁one
+- ▁would
+- ▁yeah
+- ▁with
+- ▁out
+- ▁well
+- ▁got
+- d
+- ▁no
+- ▁get
+- ▁or
+- ▁do
+- ing
+- ▁at
+- ▁about
+- ▁not
+- ed
+- ▁people
+- ▁if
+- ▁going
+- ▁can
+- n
+- ▁think
+- ▁is
+- ▁say
+- ▁school
+- ▁mm
+- ▁see
+- ▁from
+- ▁time
+- ▁because
+- ▁were
+- ▁didn
+- ▁cause
+- ▁really
+- ▁her
+- ▁now
+- ▁some
+- ▁him
+- re
+- ▁back
+- ▁mean
+- ▁lot
+- ▁here
+- ▁oh
+- ▁went
+- ▁as
+- ▁could
+- ▁want
+- em
+- ▁where
+- ▁said
+- ▁right
+- ▁something
+- ▁other
+- ▁'
+- ▁little
+- ▁come
+- ▁hm
+- ▁did
+- ▁two
+- ve
+- ▁used
+- ▁down
+- ▁your
+- ▁how
+- ▁his
+- ▁over
+- ▁them
+- ▁are
+- ▁good
+- ▁around
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+- ▁more
+- ▁s
+- ▁yes
+- ll
+- ▁thing
+- ▁things
+- ▁who
+- ▁never
+- ▁put
+- ▁man
+- ▁way
+- ▁too
+- ▁take
+- ▁always
+- ▁kind
+- ▁our
+- ▁first
+- y
+- ▁play
+- ▁home
+- ▁d
+- ▁different
+- ▁even
+- ▁much
+- ▁remember
+- ▁let
+- ▁house
+- ▁make
+- ▁stuff
+- ▁years
+- ▁day
+- ▁kids
+- in
+- ▁came
+- ▁still
+- ▁c
+- ▁after
+- ▁their
+- ▁three
+- ▁mother
+- ▁work
+- ▁everything
+- ▁saying
+- ▁very
+- ▁wasn
+- ▁everybody
+- e
+- ▁by
+- ▁street
+- ▁these
+- ▁year
+- ▁into
+- ▁tell
+- ▁w
+- ▁high
+- ▁doing
+- ▁okay
+- ▁person
+- ▁wanted
+- ▁those
+- ▁only
+- ▁every
+- ▁off
+- ▁feel
+- ▁guess
+- ▁than
+- ly
+- ▁
+- ▁most
+- ▁teacher
+- ▁look
+- ▁money
+- ▁five
+- ▁four
+- ▁started
+- ▁anything
+- ▁big
+- ▁old
+- ▁give
+- ▁same
+- ▁somebody
+- ▁why
+- ▁which
+- ▁any
+- ▁an
+- ▁try
+- ▁f
+- ▁before
+- ▁call
+- ▁has
+- ▁love
+- ▁through
+- ▁probably
+- ▁mom
+- ▁side
+- ▁m
+- ▁talk
+- ▁nothing
+- ▁last
+- ▁new
+- er
+- ▁t
+- ▁real
+- ▁maybe
+- o
+- ▁grade
+- ▁else
+- ▁told
+- ▁made
+- ▁black
+- ▁family
+- ▁being
+- ▁together
+- ▁took
+- ▁live
+- ▁friends
+- ▁actually
+- ▁getting
+- ▁stay
+- ▁name
+- ▁car
+- ▁another
+- ▁place
+- ▁lived
+- ▁trying
+- ▁start
+- ▁though
+- ▁whole
+- ▁talking
+- ▁shit
+- ▁long
+- ▁life
+- ▁might
+- ▁pretty
+- ▁neighborhood
+- ▁thought
+- ▁girl
+- ▁coming
+- ▁called
+- ▁twenty
+- ▁y
+- ▁brother
+- ▁father
+- ▁white
+- ▁sister
+- ▁keep
+- ▁boy
+- ▁moved
+- ▁huh
+- ▁p
+- ▁class
+- ▁knew
+- ▁until
+- ▁will
+- ▁part
+- ▁night
+- r
+- ▁many
+- ▁next
+- ▁b
+- ▁sometimes
+- ▁o
+- ▁help
+- ▁need
+- ▁r
+- ▁nice
+- ▁find
+- ▁ten
+- ▁bad
+- ▁children
+- ▁end
+- ▁should
+- l
+- ▁n
+- ▁whatever
+- ▁course
+- ▁l
+- ▁six
+- ▁sure
+- ▁older
+- ▁away
+- ▁own
+- ▁better
+- ▁usually
+- ▁hit
+- ▁once
+- ▁played
+- ▁playing
+- ▁ever
+- ▁watch
+- ▁type
+- ▁best
+- ▁does
+- ▁myself
+- ▁ball
+- ▁eight
+- ▁th
+- ▁point
+- ▁job
+- ▁care
+- ▁college
+- ▁each
+- ▁east
+- ▁g
+- ▁far
+- ▁city
+- ▁walk
+- ▁area
+- ▁done
+- ▁since
+- ▁guy
+- ▁while
+- ▁town
+- ▁fun
+- ▁saw
+- ▁girls
+- ▁looking
+- ▁music
+- ▁again
+- ▁seven
+- ▁thirty
+- ▁south
+- ▁room
+- ▁turn
+- ▁hard
+- ▁sometime
+- ▁boys
+- ▁pay
+- ▁left
+- ▁nobody
+- ▁run
+- ▁e
+- ▁parents
+- ▁dad
+- ▁fight
+- ▁h
+- ▁seen
+- ▁basketball
+- ble
+- ▁supposed
+- a
+- ▁nine
+- ▁couple
+- ▁princeville
+- ▁dog
+- ▁k
+- ▁believe
+- ▁certain
+- i
+- ▁park
+- ▁water
+- ▁working
+- ▁ga
+- ▁stayed
+- ies
+- ▁worked
+- ▁buy
+- ▁team
+- 'on'
+- ▁outside
+- or
+- ▁group
+- ▁sit
+- ▁bit
+- ▁god
+- ▁show
+- ▁game
+- ▁dollars
+- ▁living
+- ▁happened
+- ▁church
+- ion
+- ▁kid
+- ▁few
+- ▁community
+- ▁hundred
+- ▁close
+- ▁born
+- ▁v
+- ▁use
+- ▁grandmother
+- ▁world
+- ▁building
+- ▁door
+- ▁happen
+- al
+- ▁young
+- ▁line
+- ▁christmas
+- all
+- ▁football
+- ▁also
+- ▁either
+- ▁grew
+- ▁may
+- c
+- es
+- th
+- ▁found
+- ▁yep
+- ▁store
+- ▁definitely
+- ▁learn
+- ▁child
+- ▁won
+- ▁ask
+- ▁move
+- ▁times
+- ▁lady
+- ▁middle
+- ▁week
+- ▁jump
+- ▁throw
+- ▁sort
+- ▁friend
+- ▁change
+- ▁sh
+- ▁basically
+- ▁hide
+- ▁age
+- ▁nineteen
+- ▁fact
+- ▁enough
+- ▁beat
+- ▁having
+- ▁ago
+- ▁ima
+- ▁son
+- ▁club
+- ▁mostly
+- ▁hear
+- ▁u
+- ▁mind
+- ▁j
+- ▁baseball
+- ▁crazy
+- ▁bring
+- ▁growing
+- ▁leave
+- ▁set
+- ▁catch
+- p
+- ▁great
+- ▁morning
+- ▁anyway
+- ▁head
+- ▁days
+- ▁quite
+- ▁someone
+- ▁across
+- ▁places
+- ▁reason
+- ▁matter
+- ▁guys
+- ▁half
+- ▁married
+- ▁second
+- ▁teachers
+- ▁cool
+- ▁avenue
+- ▁heard
+- ▁today
+- ▁naw
+- ▁under
+- ▁somewhere
+- ▁fifty
+- ▁pick
+- ▁haven
+- ▁understand
+- ▁baby
+- ▁north
+- ▁york
+- ▁ready
+- ▁both
+- ▁almost
+- ▁favorite
+- ▁open
+- ▁movie
+- ▁along
+- ▁clothes
+- ▁making
+- ▁forty
+- ▁younger
+- u
+- g
+- ▁felt
+- ▁read
+- ▁business
+- ▁already
+- ▁sitting
+- ▁looked
+- ar
+- ▁stop
+- ▁goes
+- ▁fifteen
+- ▁funny
+- as
+- ▁gone
+- est
+- ▁dur
+- ▁small
+- ▁front
+- ▁history
+- ▁program
+- ▁english
+- ▁running
+- ▁stand
+- ▁food
+- ▁shoot
+- ▁kept
+- ▁twelve
+- ▁trouble
+- ▁wife
+- ▁games
+- ▁hand
+- ▁husband
+- ▁till
+- ▁math
+- ▁daughter
+- ▁learned
+- b
+- ▁summer
+- ▁anybody
+- ▁shot
+- ▁party
+- ▁re
+- ▁liked
+- ▁thousand
+- ▁corner
+- h
+- ▁book
+- ▁eat
+- ▁ma
+- ▁west
+- ▁telling
+- ▁hair
+- ▁hey
+- ▁top
+- ▁tree
+- ▁experience
+- ▁un
+- ▁died
+- ▁elementary
+- ▁finally
+- ▁sauce
+- ▁wrong
+- ▁cut
+- ▁apartment
+- ▁asked
+- clock
+- ▁doctor
+- ▁break
+- ▁bus
+- ▁hang
+- ▁meet
+- ▁da
+- en
+- ▁hospital
+- ▁maryland
+- ▁decide
+- ▁fire
+- ▁taking
+- ▁tag
+- ▁education
+- ▁taught
+- ▁tried
+- ▁rest
+- ▁passed
+- ▁number
+- ▁wish
+- ▁between
+- ▁caught
+- ▁raised
+- ▁block
+- ic
+- ▁later
+- ▁feet
+- ially
+- ▁ride
+- ▁third
+- ▁behind
+- ▁road
+- ▁realize
+- ▁particular
+- ▁brought
+- ▁speak
+- ▁fighting
+- ▁junior
+- ▁lower
+- ▁fuck
+- ▁rock
+- ▁forget
+- ▁anymore
+- ▁sound
+- ▁says
+- espec
+- ▁major
+- ▁science
+- ▁early
+- ▁ran
+- ▁listen
+- ▁wait
+- f
+- ▁band
+- ▁sixty
+- ▁art
+- ▁comes
+- ▁months
+- ity
+- ▁office
+- ▁red
+- ▁am
+- ▁sports
+- ▁less
+- ▁fourteen
+- ▁push
+- ▁ninety
+- ▁deal
+- ▁chance
+- ▁phone
+- ▁police
+- ▁yet
+- ▁movies
+- ▁count
+- ▁cook
+- ▁service
+- ▁sixth
+- ▁main
+- ▁thinking
+- ▁problem
+- ▁figure
+- le
+- ▁clean
+- ting
+- ▁dance
+- ▁word
+- ▁center
+- us
+- ▁met
+- ers
+- ▁needed
+- ▁late
+- ▁became
+- ▁depend
+- ▁such
+- ▁eighty
+- ▁changed
+- ▁hate
+- ▁hurt
+- ment
+- ▁st
+- ▁drive
+- ▁stopped
+- ▁story
+- ▁brothers
+- ▁killed
+- ▁drugs
+- ▁hot
+- ▁hold
+- ▁past
+- ▁southeast
+- ▁mama
+- ▁picture
+- ver
+- ▁train
+- ▁niggas
+- ▁al
+- ▁sick
+- ▁mess
+- ▁ones
+- ▁reading
+- ▁social
+- ▁co
+- ▁ended
+- ▁die
+- ▁washington
+- ▁rope
+- ▁bought
+- ▁seventy
+- ▁classes
+- ▁flood
+- el
+- ▁virginia
+- an
+- ▁stick
+- ▁whoever
+- ▁graduated
+- ▁bed
+- able
+- am
+- ▁knock
+- ▁marbles
+- ▁seeing
+- ▁full
+- ▁scared
+- ▁field
+- ▁nin
+- ▁pull
+- ▁act
+- ▁fell
+- ▁difference
+- ▁bruh
+- ▁least
+- ▁mumb
+- ▁seem
+- ▁treat
+- ▁teach
+- ▁eleven
+- ▁rochester
+- ▁everyone
+- k
+- ▁paper
+- ▁mine
+- ▁state
+- ▁kill
+- ▁lost
+- ▁roll
+- ▁moving
+- ▁court
+- ▁face
+- ▁broke
+- ▁without
+- ▁sell
+- ▁nigga
+- ▁base
+- ▁sixteen
+- ▁short
+- ▁mad
+- ▁lunch
+- ▁write
+- ▁detroit
+- ▁study
+- ▁true
+- ▁exactly
+- ▁yourself
+- ▁carry
+- ▁miss
+- ▁cousin
+- ▁heart
+- it
+- ▁walked
+- ▁walking
+- ▁touch
+- ry
+- ▁weird
+- ▁free
+- ▁words
+- ▁light
+- ▁bar
+- ▁pass
+- ▁step
+- ▁playground
+- ▁interested
+- ▁none
+- ▁question
+- ▁song
+- ▁houses
+- ▁po
+- ▁sleep
+- ▁send
+- ▁trick
+- ra
+- ▁sing
+- ▁farm
+- ▁president
+- ▁whether
+- ▁consider
+- ▁piece
+- ▁men
+- ▁interesting
+- ▁wa
+- ▁truck
+- ▁month
+- ▁drink
+- ▁beautiful
+- ▁sign
+- ▁bridge
+- ▁woman
+- is
+- ▁oldest
+- ▁fucking
+- ce
+- ▁cat
+- ▁station
+- ▁bunch
+- ▁fall
+- ▁schools
+- ▁aunt
+- ation
+- w
+- ▁forgot
+- ▁dinner
+- ever
+- ▁floor
+- ▁mo
+- ▁rent
+- ▁straight
+- ▁dead
+- ▁fifth
+- ▁against
+- ▁fourth
+- sh
+- ter
+- ▁con
+- v
+- ▁fix
+- ▁dress
+- ▁weeks
+- ▁thirteen
+- ▁grandma
+- ▁tarboro
+- ▁damn
+- ▁named
+- ▁uncle
+- ▁happening
+- ▁plan
+- ▁safe
+- ▁birthday
+- ▁carolina
+- ▁public
+- ▁worry
+- ▁leader
+- ▁pre
+- ▁smart
+- ▁ring
+- ▁principal
+- ▁housing
+- ▁cross
+- ▁downtown
+- ▁track
+- ▁draw
+- ▁seek
+- ▁kick
+- ▁eyes
+- ▁circle
+- ▁quiet
+- ▁power
+- ▁country
+- ▁board
+- ▁must
+- ▁atlanta
+- ▁seventh
+- ▁hours
+- ▁situation
+- ▁books
+- ▁sisters
+- ▁everywhere
+- ▁nurse
+- ▁sunday
+- ▁answer
+- ▁rather
+- ▁ground
+- ▁families
+- ▁students
+- ▁eighth
+- ▁african
+- ▁hall
+- ▁yard
+- ▁case
+- ▁regular
+- ▁except
+- ▁culture
+- ▁chicken
+- ▁become
+- ▁projects
+- ▁check
+- ▁war
+- ▁happy
+- ▁period
+- ▁seventeen
+- ▁paid
+- ▁sir
+- ▁air
+- ▁minute
+- ▁hour
+- ▁american
+- ▁grow
+- ▁box
+- ▁unless
+- ▁table
+- ▁hill
+- ▁singing
+- ive
+- ▁idea
+- ▁toward
+- ness
+- ▁eighteen
+- ▁afford
+- ▁giving
+- ▁color
+- ten
+- ▁fella
+- ily
+- ▁space
+- ▁degree
+- ▁poor
+- ▁fine
+- ▁save
+- ▁drug
+- rew
+- ▁wear
+- ▁picked
+- ▁win
+- ▁enjoy
+- ▁ch
+- ie
+- ▁law
+- ▁large
+- ▁lock
+- ▁literally
+- ▁private
+- ▁spanish
+- ▁body
+- ▁river
+- ▁feeling
+- il
+- ▁desk
+- ▁brown
+- ▁excuse
+- ▁georgia
+- ▁level
+- ▁market
+- ▁sent
+- ��yo
+- ▁system
+- ▁gun
+- ▁visit
+- land
+- ▁fast
+- ▁potato
+- ▁rough
+- ▁blood
+- ▁built
+- ne
+- ▁record
+- ate
+- ▁lose
+- ▁fair
+- ful
+- ▁dancing
+- ▁involve
+- ▁northeast
+- ▁senior
+- ▁classroom
+- ▁near
+- ▁order
+- ▁severa
+- ▁minutes
+- ▁force
+- ▁race
+- x
+- ▁spend
+- ▁general
+- stead
+- ▁biggest
+- ▁bigger
+- ▁blue
+- ▁theater
+- ▁pool
+- ▁attention
+- ▁parties
+- ▁taken
+- ent
+- um
+- ▁fellas
+- ▁evening
+- man
+- ▁forth
+- ▁weekend
+- ▁low
+- ▁friday
+- ▁government
+- ▁interview
+- ▁television
+- ▁foot
+- ▁gym
+- ▁post
+- ▁finished
+- ▁wh
+- ▁player
+- ▁hands
+- ty
+- ▁streets
+- ▁holler
+- ▁finish
+- ▁special
+- ▁test
+- ▁lives
+- ▁cars
+- ▁dark
+- ▁follow
+- ▁glad
+- ▁women
+- ▁spot
+- son
+- ▁shoes
+- ul
+- se
+- ▁drop
+- ▁dogs
+- ▁helped
+- ▁thank
+- ▁pictures
+- ▁camp
+- ▁department
+- ▁eventually
+- ▁florida
+- ▁french
+- ▁lord
+- ▁respect
+- ▁sense
+- ▁hope
+- ▁wall
+- ▁hi
+- ▁often
+- ▁li
+- ▁dude
+- ▁bike
+- ▁coach
+- ▁develop
+- ▁single
+- ▁awhile
+- ▁green
+- ous
+- ▁lay
+- ▁star
+- ▁learning
+- ton
+- ▁la
+- ▁bro
+- ▁wood
+- ▁bag
+- ▁recall
+- ▁tight
+- ▁homework
+- ▁allowed
+- ▁meeting
+- ▁hanging
+- ▁travel
+- ▁build
+- ▁fish
+- ▁shop
+- ▁hop
+- ▁northwest
+- ▁further
+- ▁important
+- ▁beginning
+- ▁issue
+- ▁reach
+- ▁position
+- ▁cent
+- ▁necessar
+- ▁income
+- ▁hood
+- ▁colored
+- ▁ba
+- ▁teaching
+- ge
+- ▁calling
+- ▁soon
+- age
+- ▁dis
+- ▁grand
+- ▁valdosta
+- ▁extra
+- ▁square
+- ▁ahead
+- lo
+- ▁sorry
+- ▁de
+- ▁sad
+- ▁inside
+- ur
+- ▁asking
+- ▁window
+- ▁student
+- ▁john
+- ▁afraid
+- ▁arithmetic
+- ▁relationship
+- ▁themselves
+- ▁wow
+- ▁unit
+- ▁opportunity
+- ▁county
+- ▁hell
+- ▁standing
+- ▁mu
+- ally
+- ▁fights
+- ▁girlfriend
+- ▁anywhere
+- ▁company
+- ▁stories
+- ▁bathroom
+- ▁swimming
+- ▁bedroom
+- ▁explain
+- ▁parent
+- ▁bother
+- ▁cop
+- ▁chase
+- ▁looks
+- ▁pu
+- z
+- ▁programs
+- ▁alabama
+- ▁catholic
+- ▁michigan
+- ▁ooh
+- ▁military
+- ▁guard
+- ch
+- ▁round
+- ▁laugh
+- ▁cold
+- ▁mixed
+- ▁di
+- ▁tall
+- ▁ca
+- ▁king
+- ▁steps
+- ▁pro
+- side
+- ▁kitchen
+- ▁section
+- ▁easy
+- ▁georgetown
+- ▁jail
+- ▁plus
+- ▁daddy
+- ▁boat
+- ▁tired
+- ▁gang
+- ▁gold
+- ia
+- ▁enjoyed
+- ▁training
+- ▁seat
+- ▁folks
+- ▁ho
+- ▁shooting
+- id
+- ▁states
+- ▁graduate
+- ▁serious
+- though
+- ▁quarter
+- ▁halloween
+- ▁shirt
+- ▁dream
+- ▁radio
+- ▁blow
+- ▁anyone
+- ▁army
+- ▁rap
+- ▁tenth
+- ▁nope
+- ▁dollar
+- ▁grown
+- ▁dumb
+- ▁goal
+- ▁waiting
+- ▁accident
+- ▁brooklyn
+- ▁death
+- ▁wrote
+- ▁backyard
+- ▁sweet
+- ▁deep
+- ▁candy
+- ▁chuck
+- ▁works
+- ▁instance
+- ▁riding
+- ▁spelling
+- ▁neighborhoods
+- ▁shows
+- ish
+- ▁wants
+- ▁songs
+- ial
+- ▁amount
+- ▁bottle
+- ▁computer
+- ▁popular
+- ▁recreation
+- ▁yesterday
+- ▁bank
+- ▁season
+- ▁sub
+- ▁spen
+- ▁seems
+- ▁language
+- ▁chair
+- op
+- ▁eye
+- ▁marble
+- ▁card
+- ▁parts
+- te
+- ▁grades
+- ▁neighbors
+- ▁ne
+- ▁mix
+- ▁german
+- ▁negro
+- ▁california
+- ▁driving
+- ▁grandfather
+- ▁jefferson
+- ▁tough
+- ▁mouth
+- ▁completely
+- ▁quit
+- ▁pin
+- ▁support
+- ▁buildings
+- ▁sat
+- ▁ah
+- tion
+- ▁miles
+- ▁areas
+- ▁pet
+- ▁jobs
+- ant
+- ▁bell
+- ▁possibl
+- ▁bicycle
+- ▁boyfriend
+- ▁kickball
+- ▁mississippi
+- ▁original
+- ▁strict
+- ▁snow
+- ▁winter
+- ▁development
+- ▁campus
+- ▁honestly
+- ▁wake
+- ▁worse
+- ▁crowd
+- ance
+- ine
+- ▁saturday
+- ▁restaurant
+- ▁happens
+- ▁paint
+- ▁knowing
+- ▁offer
+- ist
+- ▁allow
+- ▁date
+- ▁appreciate
+- ▁baltimore
+- ▁changing
+- ▁focus
+- ▁individual
+- ▁video
+- ▁hung
+- ▁please
+- ▁control
+- ▁wild
+- ▁porch
+- ▁rode
+- ▁southern
+- ▁trailer
+- li
+- ▁bone
+- ▁pe
+- ▁com
+- ▁studie
+- ▁pulled
+- ▁killing
+- rs
+- ▁joint
+- ac
+- ▁fit
+- ▁bear
+- ▁tha
+- ▁uncles
+- ▁gas
+- ▁mi
+- ▁trees
+- ▁watched
+- ▁spell
+- ▁easter
+- ought
+- ▁advantage
+- ▁grandparents
+- ▁process
+- ▁tobacco
+- ▁twelfth
+- ▁volunteer
+- ▁twice
+- ▁wedding
+- ▁yell
+- ▁ex
+- ▁youngest
+- ▁land
+- ▁crying
+- ▁pa
+- ▁problems
+- up
+- ▁add
+- ▁fly
+- ▁subject
+- ▁dropp
+- at
+- ▁opened
+- ▁blocks
+- ▁trips
+- ▁health
+- ▁honest
+- ▁strong
+- ian
+- ▁slow
+- ▁mistake
+- ▁nowhere
+- ▁pardon
+- ▁super
+- ▁crack
+- ▁attack
+- ▁smoke
+- ▁stuck
+- ▁rich
+- ▁bill
+- ▁los
+- ▁x
+- ▁ro
+- ▁bi
+- ▁leg
+- ▁situations
+- ▁isn
+- co
+- ▁names
+- ▁cousins
+- ▁sp
+- ▁quick
+- ▁choose
+- ville
+- ▁garbage
+- ▁monday
+- ▁organization
+- ▁pregnant
+- ▁stupid
+- ▁james
+- ▁average
+- ▁university
+- ▁report
+- ▁shut
+- ▁million
+- ▁july
+- ▁totally
+- ▁ra
+- ▁records
+- ▁trip
+- ▁form
+- ▁mile
+- ▁z
+- ▁present
+- nning
+- na
+- ▁aunts
+- ated
+- ▁questions
+- ▁bars
+- ▁separate
+- chines
+- ▁apart
+- ▁wonder
+- ▁environment
+- ▁example
+- ▁knowledge
+- ▁positive
+- ▁accent
+- ▁chief
+- ▁master
+- ▁leaving
+- ▁truth
+- ▁woodward
+- ▁howard
+- ▁worst
+- ▁alley
+- ▁witch
+- ▁pop
+- ▁uptown
+- ▁retired
+- ▁agree
+- ta
+- ▁interest
+- ▁hardly
+- ▁bands
+- ▁kn
+- ▁speaking
+- ▁members
+- ling
+- ward
+- be
+- ▁wash
+- ▁helping
+- ▁wheel
+- ▁glass
+- ▁contact
+- ▁district
+- ▁license
+- ▁writing
+- ▁hopscotch
+- ▁martin
+- ▁poetry
+- ▁obviously
+- ▁bible
+- ▁manager
+- ▁moment
+- ▁concerned
+- ▁closer
+- ▁woods
+- ▁hollering
+- ▁dressed
+- ny
+- ▁mall
+- ca
+- ▁holidays
+- ral
+- ▁mark
+- ▁neighbor
+- ▁ideas
+- ▁ha
+- ▁fi
+- ▁burn
+- go
+- ities
+- ▁tr
+- ▁hip
+- ▁lights
+- ▁fan
+- ▁si
+- ▁pray
+- ▁restaurants
+- ▁per
+- ▁create
+- ▁cap
+- ▁bottom
+- ▁cheese
+- ▁childhood
+- ▁joke
+- ▁lebron
+- ▁opinion
+- ▁somehow
+- ▁specific
+- ▁hook
+- ▁common
+- ▁choice
+- ▁sudden
+- ▁arm
+- ▁sixties
+- ▁charge
+- ▁basement
+- ▁boss
+- ▁hole
+- ▁normally
+- ▁handle
+- ▁herself
+- ▁cost
+- ▁businesses
+- ▁press
+- ▁prepared
+- ▁er
+- ▁fam
+- ▁traveling
+- ut
+- red
+- ▁drinking
+- ▁listening
+- ▁horse
+- ▁project
+- ▁cases
+- ug
+- ▁su
+- ▁jumping
+- ▁en
+- ▁pain
+- ▁share
+- ▁closed
+- col
+- ▁ju
+- ▁steal
+- ▁notice
+- ▁contract
+- ▁amazing
+- ▁associate
+- ▁everyday
+- ▁imagine
+- ▁influence
+- ▁neck
+- ▁negative
+- ▁upstairs
+- ▁voice
+- ▁brand
+- ▁bond
+- ▁memories
+- ▁comfortable
+- ▁fence
+- ▁trust
+- ▁lead
+- ▁loud
+- ight
+- ▁mission
+- ▁cover
+- ▁seriously
+- ▁sand
+- ▁using
+- ▁rare
+- ▁pie
+- ▁upper
+- ▁stores
+- ▁noticed
+- ee
+- ▁cooking
+- ab
+- ke
+- ep
+- ▁groups
+- ▁teams
+- ▁apartments
+- ▁celebrate
+- ▁aid
+- ▁owned
+- he
+- ▁bust
+- ▁expect
+- ▁mount
+- ▁semester
+- ▁southwest
+- ▁struggle
+- ▁tomorrow
+- ▁wednesday
+- ▁natural
+- ▁ourselves
+- ▁constant
+- ▁fear
+- ▁successful
+- ▁switch
+- ▁seventies
+- ▁fail
+- ▁bob
+- ▁grass
+- ▁chose
+- ▁hisself
+- ▁assistan
+- ▁feed
+- ▁cake
+- ake
+- ▁bat
+- ▁mayor
+- ▁mainly
+- ▁smaller
+- ▁bitch
+- ▁practice
+- ▁fixed
+- ▁wind
+- ▁sa
+- ▁planet
+- ▁guns
+- ▁higher
+- ▁se
+- ▁shoulder
+- ▁bomb
+- ▁conversation
+- ized
+- ▁bla
+- ▁hat
+- to
+- ▁ate
+- ▁ri
+- ▁bowl
+- ▁raise
+- ▁normal
+- ▁stoo
+- ▁connect
+- ▁attitude
+- ▁capitol
+- ▁clyde
+- ▁harlem
+- ▁kindergarten
+- ▁pocket
+- ▁drove
+- ▁surprise
+- ▁future
+- ▁basic
+- ▁brain
+- ▁percent
+- ▁saint
+- ▁wonderful
+- ▁marry
+- ▁begin
+- ▁eleventh
+- ▁rid
+- ▁twin
+- ▁machine
+- ▁sil
+- ▁canno
+- ▁career
+- ▁manage
+- ▁wo
+- ain
+- way
+- ▁numbers
+- ▁gifts
+- ade
+- time
+- ▁el
+- ▁studies
+- ▁ship
+- ▁ge
+- ▁barbe
+- ▁teen
+- ▁spring
+- ▁applie
+- ▁bonnie
+- ▁continue
+- ▁december
+- ▁incident
+- ▁october
+- ▁oklahoma
+- ▁slang
+- ▁smoking
+- ▁vacation
+- ▁babies
+- ▁belong
+- ▁ugly
+- ▁grocer
+- ▁local
+- ▁absolutely
+- ▁march
+- ▁fool
+- ▁cur
+- ▁began
+- ▁eighties
+- ▁officer
+- ▁forward
+- ▁busy
+- ▁sold
+- ▁beside
+- ▁heights
+- ▁longer
+- ▁itself
+- ▁promot
+- ha
+- ▁cr
+- ▁dec
+- ▁gift
+- ▁rob
+- ▁carrie
+- ▁join
+- ▁cats
+- ▁pack
+- dom
+- ▁rec
+- ▁lake
+- ▁engine
+- ▁activit
+- ▁george
+- ▁awesome
+- ▁civil
+- ▁crime
+- ▁diverse
+- ▁generation
+- ▁jewish
+- ▁judge
+- ▁nephew
+- ▁perfect
+- ▁turkey
+- ▁afternoon
+- ▁noise
+- ▁woke
+- ▁correct
+- ▁spoke
+- ▁freeze
+- ▁national
+- ▁director
+- ▁dying
+- ▁upset
+- ▁wound
+- ▁invest
+- ▁alive
+- ▁self
+- ▁tear
+- ▁rose
+- ▁beach
+- nk
+- ▁particularly
+- ▁operate
+- ▁simple
+- ▁cha
+- ney
+- ▁forever
+- ▁players
+- ir
+- ▁desks
+- ▁based
+- ▁swings
+- ual
+- ▁owner
+- ary
+- ▁soul
+- ▁aren
+- ▁term
+- ▁terms
+- ▁sea
+- ▁clubs
+- ▁fist
+- pe
+- cue
+- ▁ways
+- ▁africa
+- ood
+- ▁fa
+- ▁boulevard
+- ▁chicago
+- ▁cleveland
+- ▁competition
+- ▁decision
+- ▁deliver
+- ▁museum
+- ▁peyton
+- ▁physical
+- ▁professor
+- ▁railroad
+- ▁scholarship
+- ▁spirit
+- ▁sugar
+- ▁entire
+- ▁cotton
+- ▁expensive
+- ▁lawyer
+- ▁village
+- ▁pipe
+- ▁neat
+- ▁truly
+- ▁huge
+- ▁blackboard
+- ▁earth
+- ▁background
+- ▁style
+- ▁memory
+- ▁attend
+- ▁chain
+- ▁larger
+- ▁lie
+- ▁shift
+- ley
+- ▁fishing
+- og
+- ▁char
+- ▁pi
+- ▁holding
+- ▁ward
+- ▁colors
+- ▁picking
+- ▁sta
+- ▁female
+- ▁slave
+- ▁jack
+- ▁member
+- ▁shoe
+- ▁lesson
+- ▁hearing
+- rry
+- ▁wi
+- ▁events
+- ▁sw
+- ▁size
+- ▁scar
+- ▁educate
+- ▁bu
+- ▁lin
+- ▁sticks
+- one
+- ▁swim
+- ▁dangerous
+- ▁mexican
+- ▁recently
+- ▁research
+- ▁security
+- ▁september
+- ▁staff
+- ▁thursday
+- ▁trash
+- ▁view
+- ▁april
+- ▁captain
+- ▁sneak
+- ▁orange
+- ▁double
+- ▁houston
+- ▁mcdonald
+- ▁youngster
+- ▁alone
+- ▁iron
+- ▁pants
+- ▁hotel
+- ▁aw
+- ▁canada
+- ▁himself
+- ▁suit
+- ▁spy
+- ▁generally
+- ▁informati
+- ▁hitting
+- ▁coat
+- ston
+- ▁joined
+- ▁wine
+- eddy
+- ▁personal
+- ▁harder
+- lic
+- ▁ja
+- ▁dealer
+- ▁fat
+- ▁likeded
+- ▁jacks
+- ▁adult
+- ▁sport
+- ma
+- ▁changes
+- ▁cute
+- ▁affect
+- tle
+- ▁nose
+- ▁pri
+- ▁chill
+- ▁opportunit
+- ▁chemistry
+- ▁difficult
+- ▁downstairs
+- ▁fountain
+- ▁gratiot
+- ▁january
+- ▁manhattan
+- ▁material
+- ▁november
+- ▁nowadays
+- ▁obama
+- ▁rhyme
+- ▁scene
+- ▁shepherd
+- ▁tarzan
+- ▁thanksgiving
+- ▁account
+- ▁blind
+- ▁orient
+- ▁invite
+- ▁bullet
+- ▁speed
+- ▁santa
+- ▁character
+- ▁bright
+- ▁bump
+- ▁trade
+- ▁nail
+- ▁vote
+- ▁sex
+- ▁punch
+- ▁direction
+- ▁birth
+- ▁enter
+- ▁western
+- ▁vers
+- ▁worth
+- ▁pitcher
+- ▁buck
+- ▁mention
+- ▁ab
+- ▁row
+- ▁path
+- ▁barber
+- ▁dang
+- ▁lucky
+- ▁scary
+- ▁possible
+- ▁due
+- ▁eh
+- ▁hiding
+- ▁driver
+- ▁credit
+- ▁wise
+- ▁fill
+- ▁ta
+- ▁cartoons
+- rch
+- ▁bikes
+- che
+- ▁pot
+- ▁comp
+- ▁turns
+- ber
+- ▁teenagers
+- ▁artists
+- oo
+- ▁ti
+- ▁inter
+- ▁skate
+- ▁odd
+- ▁beating
+- bo
+- ▁youth
+- ▁hu
+- ig
+- ▁le
+- ▁fields
+- ba
+- ▁accept
+- ▁concern
+- ▁gangs
+- ▁engineer
+- per
+- ▁corn
+- ▁clint
+- ▁occasion
+- ▁trump
+- ▁channel
+- ▁costume
+- ▁impossible
+- ▁library
+- ▁luke
+- ▁miami
+- ▁poitier
+- ▁reckon
+- ▁society
+- ▁tennessee
+- ▁dyke
+- ▁essence
+- ▁ridiculous
+- ▁cream
+- ▁scout
+- ▁nature
+- ▁protect
+- ▁expressway
+- ▁china
+- ▁unique
+- ▁operation
+- ▁occasionally
+- ▁grant
+- ▁exist
+- ▁partner
+- iff
+- ▁woodland
+- ▁customer
+- ▁shake
+- ▁vice
+- ▁quote
+- ▁stage
+- ▁shopping
+- ▁dirty
+- ▁preacher
+- ▁foundation
+- ▁highway
+- ▁blessing
+- ▁benefit
+- ▁adopted
+- ▁wings
+- ▁plane
+- ▁siblings
+- ▁inf
+- ▁separated
+- ▁pine
+- ▁cl
+- iz
+- ▁bo
+- ▁fo
+- ▁eve
+- ▁bath
+- 'no'
+- ▁pen
+- ▁americans
+- ▁pan
+- ▁br
+- ize
+- ice
+- spect
+- less
+- ▁par
+- ▁pat
+- ▁serve
+- ory
+- ▁doll
+- ▁ev
+- ▁mar
+- ock
+- aid
+- ▁saturdays
+- ▁design
+- ▁slip
+- ▁spank
+- ▁hunt
+- ▁talent
+- ▁shock
+- ▁america
+- ▁indian
+- ▁represent
+- ▁key
+- ▁approach
+- ▁breakfast
+- ▁climb
+- ▁fashion
+- ▁garage
+- ▁geography
+- ▁ghetto
+- ▁household
+- ▁mirror
+- ▁monkey
+- ▁purple
+- ▁skating
+- ▁traffic
+- ▁volleyball
+- ▁suffer
+- ▁mouse
+- ▁violence
+- ▁exp
+- ▁opposite
+- ▁worrie
+- ▁string
+- ▁clinic
+- ▁search
+- ▁cell
+- ▁freshman
+- ▁mentality
+- ▁taste
+- ▁claus
+- ▁patty
+- ▁hallway
+- ▁among
+- ▁flu
+- ▁amaze
+- ▁eastwood
+- ▁message
+- ▁puppy
+- ▁port
+- ▁skill
+- ▁mason
+- ▁squad
+- ▁refuse
+- ▁usual
+- ther
+- ▁crew
+- ▁boom
+- ▁hunting
+- ▁excited
+- ▁prove
+- ▁robb
+- pair
+- ▁sc
+- ▁sel
+- ▁vi
+- ▁tape
+- ▁hollered
+- ▁identi
+- ▁prom
+- ▁missed
+- ▁tend
+- ▁cleaning
+- ▁nights
+- ▁doors
+- ▁dolls
+- ▁sock
+- ▁meaning
+- wel
+- ▁brick
+- line
+- ▁na
+- als
+- ▁propert
+- ure
+- ▁junk
+- ▁tea
+- ▁beer
+- rick
+- ▁complain
+- ▁plant
+- ▁gra
+- ▁ear
+- ink
+- ▁rain
+- ▁exact
+- ▁trap
+- ▁perform
+- ▁august
+- ▁basket
+- ▁counselor
+- ▁devil
+- ▁exposed
+- ▁extreme
+- ▁flag
+- ▁frighten
+- ▁hispanic
+- ▁jersey
+- ▁knife
+- ▁mkay
+- ▁polish
+- ▁purpose
+- ▁shadow
+- ▁sidewalk
+- ▁somewhat
+- ▁speech
+- ▁stomach
+- ▁claim
+- ▁fault
+- ▁piano
+- ▁concept
+- ▁nasty
+- ▁proud
+- ▁angry
+- ▁model
+- ▁shape
+- ▁tennis
+- ▁league
+- ▁load
+- ▁duke
+- ▁suburban
+- ▁patrol
+- ▁tackle
+- ▁planning
+- ▁mister
+- ▁labor
+- ▁management
+- ▁comedy
+- ▁unfortunately
+- ▁mail
+- ▁dig
+- erto
+- ▁action
+- ▁slide
+- ▁personally
+- ▁sheet
+- ▁wire
+- ▁van
+- ▁wiz
+- ▁ph
+- by
+- ▁lockers
+- ▁bothered
+- ▁singer
+- ▁rules
+- ▁initial
+- ▁limit
+- ▁den
+- ▁sam
+- ▁island
+- ▁drawing
+- ▁weekends
+- ▁lo
+- fa
+- ▁arts
+- ▁hurting
+- ▁fucked
+- ▁sounds
+- ow
+- ▁eating
+- ▁artist
+- ▁opening
+- aking
+- ▁bur
+- ▁dope
+- ▁notes
+- ▁drum
+- ▁frie
+- ▁tie
+- ▁news
+- ▁qu
+- ng
+- ▁legal
+- ▁subjects
+- ai
+- ▁papers
+- ious
+- ack
+- ▁complete
+- mar
+- ▁flow
+- ▁luck
+- ▁impress
+- ▁progress
+- urban
+- ▁academic
+- ▁algebra
+- ▁apply
+- ▁bacon
+- ▁baptist
+- ▁belief
+- ▁bounce
+- ▁chrysler
+- ▁congress
+- ▁dominican
+- ▁edgecombe
+- ▁foreign
+- ▁fortunate
+- ▁graduating
+- ▁jealous
+- ▁jordan
+- ▁murder
+- ▁nervous
+- ▁pennsylvania
+- ▁pillow
+- ▁teeth
+- ▁automatic
+- ▁chris
+- ▁honor
+- ▁extent
+- ▁thief
+- ▁apple
+- ▁choir
+- ▁secretary
+- ▁above
+- ▁earlier
+- ▁distance
+- ▁whatnot
+- plenty
+- ▁human
+- ▁brush
+- ▁suitland
+- ▁friendship
+- ▁price
+- ▁freeway
+- ▁coff
+- ▁betty
+- ▁terrible
+- ▁defense
+- ▁throughout
+- ▁penny
+- ▁hog
+- ▁battle
+- ▁blessed
+- ▁grave
+- ative
+- ef
+- ▁buses
+- ▁faster
+- ▁film
+- ▁lee
+- ▁whooping
+- ▁accepted
+- au
+- ▁camera
+- ▁ki
+- ▁letter
+- ▁theyself
+- ▁laughing
+- ▁bush
+- ▁dudes
+- ▁residents
+- ▁lad
+- ld
+- ▁checked
+- ▁kicking
+- iv
+- ▁animals
+- ▁counting
+- ▁prior
+- cent
+- ▁fries
+- ▁drama
+- ▁gen
+- ▁slaves
+- ▁gu
+- ▁courses
+- ▁jon
+- ▁bare
+- ▁folk
+- ▁swing
+- ▁op
+- ense
+- ▁lit
+- ▁mini
+- gle
+- ▁skin
+- ▁bru
+- ▁decorate
+- fore
+- ▁stole
+- ▁tire
+- ▁whoop
+- ▁alcohol
+- ▁effect
+- ▁stress
+- ▁fresh
+- ▁grab
+- ▁faith
+- ▁clear
+- ▁determine
+- ▁doubt
+- ▁easier
+- ▁fruit
+- ▁hurricane
+- ▁introduce
+- ▁landlord
+- ▁liquor
+- ▁location
+- ▁motherfucker
+- ▁pleasant
+- ▁racist
+- ▁religion
+- ▁rican
+- ▁similar
+- ▁asthma
+- ▁easily
+- ▁heavy
+- ▁telephone
+- ▁split
+- ▁realizing
+- ▁risk
+- ▁salon
+- ▁sky
+- ▁transition
+- ▁provide
+- ▁regardless
+- ▁boston
+- ▁pills
+- ▁giant
+- ▁nineties
+- ▁mike
+- ▁stock
+- ▁settlement
+- ▁zone
+- ▁june
+- ▁freedom
+- ▁personality
+- ▁fellow
+- ▁settle
+- ▁compar
+- ▁racial
+- ▁federa
+- ▁steven
+- ▁pitt
+- ▁sang
+- ▁careful
+- ▁wade
+- ▁coal
+- ▁fifteenth
+- ▁becoming
+- ▁hired
+- ▁windows
+- ture
+- ▁raining
+- ▁moe
+- ▁dances
+- ▁curse
+- ▁mc
+- ▁shower
+- ▁weak
+- ▁boot
+- ▁traveled
+- ▁ram
+- ▁meat
+- ▁visiting
+- ▁tests
+- ▁queen
+- ▁stepp
+- ▁spin
+- ▁aspect
+- ▁du
+- ▁feelings
+- ference
+- ▁mis
+- ▁weight
+- ical
+- ▁active
+- ▁ignore
+- ▁mass
+- ▁ob
+- ▁starts
+- ▁teenager
+- ▁prefer
+- ▁dr
+- ▁trucks
+- ▁egg
+- ▁nun
+- ied
+- ▁weigh
+- idney
+- ▁pets
+- rk
+- ▁daughters
+- ▁cards
+- ▁excit
+- ▁condition
+- ▁whip
+- ▁needs
+- ▁flip
+- ▁relate
+- ▁strange
+- ford
+- ▁financial
+- uff
+- ▁require
+- ▁prince
+- ▁borough
+- ▁buffalo
+- ▁capital
+- ▁discipline
+- ▁embarrass
+- ▁equip
+- ▁habit
+- ▁impact
+- ▁ocean
+- ▁orleans
+- ▁perspective
+- ▁politics
+- ▁racism
+- ▁scratch
+- ▁segregated
+- ▁spoiled
+- ▁terrace
+- ▁typing
+- ▁asleep
+- ▁frank
+- ▁clown
+- ▁furniture
+- ▁navy
+- ▁pronounce
+- ▁relax
+- ▁mindset
+- ▁conscious
+- ▁crystal
+- ▁qualit
+- ▁coast
+- ▁yellow
+- ▁calm
+- ▁phil
+- ▁foods
+- ▁loan
+- ▁hoop
+- ▁breed
+- ▁decent
+- ▁thankful
+- ▁factory
+- ▁currently
+- ▁salt
+- ▁fireman
+- ▁sale
+- ▁plain
+- ▁pole
+- ▁girlfriends
+- ▁soda
+- ▁trains
+- ▁movement
+- ▁bread
+- ▁robin
+- ▁male
+- ▁list
+- nches
+- ▁eli
+- ▁runs
+- ool
+- ▁cry
+- ▁shocked
+- ▁rus
+- old
+- ▁beef
+- ▁longest
+- ▁related
+- ▁bowling
+- ▁underst
+- ▁shoppe
+- ▁mon
+- ▁survive
+- ole
+- ▁tied
+- ▁bron
+- ▁stone
+- ▁sons
+- ▁condos
+- gue
+- ▁gay
+- ▁para
+- ▁minor
+- rit
+- ▁barn
+- aving
+- ▁event
+- ▁bite
+- ▁toys
+- ern
+- ▁tw
+- ▁understanding
+- ▁females
+- rie
+- ▁catching
+- ▁differently
+- ▁assume
+- ▁bl
+- ngle
+- ▁needle
+- king
+- ang
+- dale
+- and
+- itch
+- ▁challenge
+- ▁dime
+- ▁animal
+- ▁holiday
+- ▁tradition
+- ▁interests
+- ▁presents
+- ards
+- ▁wha
+- ▁wor
+- ating
+- ▁ken
+- ▁boo
+- ola
+- ▁lea
+- ▁opera
+- over
+- ▁rais
+- rate
+- ▁crank
+- ▁scream
+- ▁emp
+- ▁frog
+- ▁trail
+- ▁professional
+- ▁wide
+- ▁pig
+- ▁access
+- ▁advice
+- ▁airplane
+- ▁arrest
+- ▁burger
+- ▁diamond
+- ▁entertain
+- ▁february
+- ▁gentrification
+- ▁insurance
+- ▁kobe
+- ▁lieutenant
+- ▁livernois
+- ▁lodge
+- ▁medicine
+- ▁nursing
+- ▁rodney
+- ▁schedule
+- ▁softball
+- ▁struggling
+- ▁studio
+- ▁texas
+- ▁typical
+- ▁crash
+- ▁prevent
+- ▁minister
+- ▁smell
+- ▁concert
+- ▁address
+- ▁countries
+- ▁funeral
+- ▁technical
+- ▁dishes
+- ▁platters
+- ▁joe
+- ▁drunk
+- ▁edge
+- ▁branch
+- ▁strike
+- ▁deserv
+- ▁ambu
+- ▁cancer
+- ▁collect
+- ▁structure
+- ▁score
+- ▁twenties
+- ▁promise
+- ▁flat
+- ▁batman
+- ▁wagon
+- ▁slavery
+- ▁hungry
+- ▁indiana
+- ▁recognize
+- ▁clinton
+- ▁divide
+- ▁heroin
+- ▁forgotten
+- ▁directly
+- ▁dip
+- ▁affordable
+- ▁stack
+- ▁frozen
+- ▁standard
+- ▁discovered
+- ▁mommy
+- ▁barry
+- ▁sew
+- ▁kiss
+- ▁franc
+- ▁ourself
+- ▁suck
+- ▁organized
+- ▁belt
+- ▁dresses
+- ▁points
+- ▁random
+- ▁pastor
+- ▁code
+- ▁ice
+- ▁shine
+- ▁screaming
+- ▁gree
+- ▁nerves
+- sell
+- ▁lease
+- ▁sun
+- ▁asian
+- ▁gum
+- ▁accus
+- ▁created
+- ▁cowboys
+- ▁whipp
+- bie
+- ▁rate
+- ▁pl
+- ▁relatives
+- ▁mont
+- ▁riots
+- ▁boxing
+- dden
+- ▁match
+- ▁rooms
+- ▁races
+- port
+- ▁knocking
+- ▁rat
+- ▁systems
+- ▁blame
+- istic
+- ▁adventure
+- ▁eggs
+- ▁gate
+- ▁dri
+- ▁rocks
+- ▁workers
+- ▁bricks
+- ▁val
+- ▁bow
+- self
+- ▁adults
+- ple
+- ▁yards
+- ite
+- ▁nu
+- enie
+- j
+- cy
+- ▁plate
+- ▁donate
+- lan
+- ▁cla
+- ▁moms
+- ▁mechanic
+- emer
+- ▁chairs
+- ung
+- form
+- work
+- board
+- house
+- style
+- ▁commission
+- ▁express
+- ▁communicat
+- ▁famili
+- ▁comfort
+- ▁punish
+- ▁secret
+- ▁regard
+- ▁elect
+- ▁citizen
+- ▁multipl
+- ▁peace
+- ▁regret
+- ▁author
+- ▁caucasian
+- ▁ceiling
+- ▁chalk
+- ▁combination
+- ▁commercial
+- ▁crazi
+- ▁cruise
+- ▁desert
+- ▁destroy
+- ▁detail
+- ▁division
+- ▁exercise
+- ▁frustrat
+- ▁garden
+- ▁geechee
+- ▁ghost
+- ▁illegal
+- ▁independent
+- ▁jamaica
+- ▁jazz
+- ▁minnesota
+- ▁motorcycle
+- ▁niece
+- ▁norfolk
+- ▁pattern
+- ▁prejudice
+- ▁recommend
+- ▁reunion
+- ▁reverend
+- ▁routine
+- ▁smooth
+- ▁soccer
+- ▁thick
+- ▁thirties
+- ▁uniform
+- ▁vietnam
+- ▁walmart
+- ▁whistle
+- ▁aware
+- ▁steam
+- ▁granddaddy
+- ▁result
+- ▁creative
+- ▁foster
+- ▁kay
+- ▁dozen
+- ▁heck
+- ▁shelter
+- ▁value
+- ▁motor
+- ▁boring
+- ▁louis
+- ingham
+- ▁horrible
+- ▁cried
+- ▁latin
+- ▁sentence
+- ▁pressure
+- ▁balance
+- ▁argument
+- ▁david
+- ▁administration
+- ▁subway
+- ▁festival
+- ▁tonight
+- ▁awful
+- ▁wealth
+- uther
+- ▁grabb
+- ▁expression
+- ▁equal
+- ▁stereotype
+- hur
+- ▁illness
+- ckey
+- ▁anti
+- ▁version
+- ▁official
+- ▁lack
+- ▁dorm
+- ▁policeman
+- ▁funnie
+- ▁loo
+- ▁chest
+- ▁kat
+- ium
+- ▁saving
+- ▁stable
+- ▁homeless
+- ▁actor
+- ▁lean
+- ternal
+- ▁mary
+- ▁churches
+- ggy
+- ▁received
+- ▁lately
+- ▁chilling
+- ▁tar
+- ▁clock
+- ped
+- ▁burned
+- ▁stealing
+- ▁hid
+- ▁praying
+- ▁worker
+- ▁pla
+- evin
+- ▁ability
+- vis
+- ak
+- ▁mid
+- ▁skinn
+- ▁calls
+- ▁roller
+- ▁proper
+- ▁lik
+- ▁kent
+- ach
+- ▁sleeping
+- ▁fingers
+- ▁flooded
+- ▁lunching
+- ▁treating
+- ▁cooked
+- ▁practical
+- berr
+- ▁oppos
+- dical
+- ph
+- ▁skates
+- ▁odds
+- ▁lessons
+- nny
+- ▁ap
+- ivid
+- ▁conversations
+- ▁cho
+- lif
+- ▁floors
+- my
+- ▁af
+- ▁marks
+- ▁tu
+- the
+- ▁bess
+- ong
+- ▁fl
+- ▁finger
+- ile
+- ▁legs
+- ▁gi
+- ition
+- ▁blam
+- ify
+- ▁refer
+- ▁gr
+- ▁languages
+- out
+- ox
+- ▁skip
+- donald
+- ▁preach
+- ▁retire
+- ▁receive
+- ▁flo
+- ▁adopt
+- ▁fuss
+- ▁boats
+- ome
+- ▁bir
+- ▁dirt
+- wood
+- ▁unfortunate
+- food
+- ▁actual
+- ▁discuss
+- ▁product
+- ological
+- ▁poet
+- ▁roof
+- ▁according
+- ▁automobile
+- ▁bleach
+- ▁championship
+- ▁cognac
+- ▁committee
+- ▁dynamic
+- ▁experiment
+- ▁galleries
+- ▁graduation
+- ▁guarantee
+- ▁hollywood
+- ▁hustling
+- ▁lazy
+- ▁marijuana
+- ▁marriage
+- ▁monument
+- ▁mortuary
+- ▁participate
+- ▁pleasure
+- ▁plumbing
+- ▁predominant
+- ▁purchase
+- ▁redskins
+- ▁religious
+- ▁resources
+- ▁responsibility
+- ▁rhythm
+- ▁rifle
+- ▁sandwich
+- ▁seesaw
+- ▁select
+- ▁spread
+- ▁stanton
+- ▁steak
+- ▁stepfather
+- ▁strength
+- ▁stroke
+- ▁technology
+- ▁tuesday
+- ▁whisper
+- ▁wilson
+- ▁adjust
+- ▁finals
+- ▁instill
+- ▁jean
+- ▁phase
+- ometry
+- ▁alike
+- ▁welcome
+- ▁admit
+- ▁grill
+- ▁maintain
+- ▁daycare
+- ▁smack
+- ▁stove
+- ▁engage
+- ▁biology
+- ▁detective
+- ▁ohio
+- ▁trumpet
+- ▁tagged
+- ▁valley
+- ▁title
+- ▁landover
+- ▁vibe
+- ▁cord
+- ▁zoo
+- ▁label
+- ▁pond
+- ▁smith
+- ▁screw
+- ▁backwards
+- ▁package
+- ▁prison
+- ▁pump
+- ▁groom
+- ▁rise
+- arious
+- ▁oak
+- ▁surge
+- ▁summertime
+- ▁ordina
+- ▁reward
+- ▁safety
+- ▁connection
+- ▁negroes
+- ▁straighten
+- gie
+- ▁excelle
+- ▁soft
+- ▁slight
+- lance
+- ▁bull
+- ▁thirteenth
+- ▁mott
+- ▁steph
+- lies
+- ▁rep
+- lew
+- ▁curve
+- ▁nineteenth
+- jo
+- ▁wayne
+- ▁gram
+- ▁chi
+- ▁coin
+- ▁catcher
+- ▁der
+- ▁friendly
+- ▁musical
+- ▁certainly
+- cle
+- erry
+- ▁thanks
+- ▁cigarettes
+- ▁roots
+- ▁knees
+- ▁pum
+- ▁soldiers
+- ▁cab
+- ency
+- ▁ease
+- gan
+- ▁warm
+- ▁bas
+- ▁rats
+- ue
+- ▁fed
+- low
+- pping
+- ▁drums
+- ▁trie
+- uch
+- mage
+- ▁shipp
+- ▁encourage
+- ▁tri
+- ▁includ
+- ze
+- ddle
+- ▁ye
+- ▁stra
+- ▁bombs
+- ja
+- ▁ni
+- que
+- ancy
+- ▁horses
+- ▁chip
+- ▁fans
+- ▁gene
+- ▁pumpkin
+- ▁soldier
+- ▁sher
+- ▁sch
+- ship
+- ▁tip
+- mates
+- ocker
+- town
+- uck
+- ound
+- ▁wrap
+- ▁prepare
+- ese
+- ▁bark
+- ▁direct
+- ▁memor
+- quote
+- gun
+- ▁immediate
+- back
+- ▁profession
+- iversity
+- ▁poison
+- ▁trans
+- ▁audi
+- ▁psych
+- ▁client
+- ▁rebuil
+- ▁remind
+- ▁suggest
+- ▁sweep
+- ▁thumb
+- osphere
+- ▁alexandria
+- ▁avoid
+- ▁brenda
+- ▁buddy
+- ▁charlotte
+- ▁columbia
+- ▁creek
+- ▁cultural
+- ▁display
+- ▁elevator
+- ▁industry
+- ▁instructor
+- ▁intelligen
+- ▁juvenile
+- ▁ketchup
+- ▁kodak
+- ▁outdoor
+- ▁patience
+- ▁picnic
+- ▁pizza
+- ▁raleigh
+- ▁response
+- ▁responsible
+- ▁senator
+- ▁slick
+- ▁spike
+- ▁stadium
+- ▁suspended
+- ▁temperature
+- ▁throat
+- ▁uncomfortable
+- ▁williams
+- ▁christian
+- ▁cuz
+- ▁dutch
+- ▁screen
+- ▁target
+- ▁mischie
+- ▁click
+- ▁milk
+- ▁ticket
+- ▁congos
+- ▁psychology
+- ▁slept
+- ▁steer
+- ▁convey
+- ▁youtube
+- ▁allison
+- ▁italian
+- ▁ignorant
+- prise
+- ▁bucket
+- ▁mask
+- ▁royal
+- ▁chili
+- ▁palm
+- ▁groovers
+- ▁attach
+- ▁loyalty
+- ▁profit
+- ▁wallach
+- ▁blank
+- ▁option
+- ▁castle
+- ▁rapper
+- ▁selfish
+- ▁winning
+- ▁jacket
+- ▁requirement
+- ▁moder
+- ▁charter
+- ▁loner
+- ▁scooter
+- ▁paw
+- ▁marine
+- ▁hopeful
+- ▁ruler
+- ▁cash
+- ▁toilet
+- lph
+- ▁mentally
+- ▁buff
+- ▁laur
+- ▁wooden
+- ▁tack
+- ▁salad
+- ▁anytime
+- ▁tenant
+- ▁slipping
+- ▁range
+- ▁stronger
+- ▁quickly
+- ▁host
+- ▁duck
+- ▁gary
+- ▁hello
+- ▁belle
+- ▁dating
+- ▁ray
+- ▁laker
+- ▁cranking
+- ▁earn
+- ▁limited
+- ▁ham
+- ▁total
+- ▁melt
+- ▁hire
+- ▁relat
+- ▁peanuts
+- ▁dry
+- ah
+- ▁primar
+- opping
+- ▁economics
+- ▁farmer
+- vid
+- ▁mau
+- ▁gaine
+- ▁rabbits
+- ▁killer
+- ▁spending
+- ▁nap
+- ▁sum
+- ▁tooth
+- ▁pumpkins
+- either
+- ▁renting
+- ▁touched
+- ▁batt
+- ▁plates
+- burg
+- ▁clo
+- ▁boots
+- light
+- ▁wishing
+- imp
+- ▁walker
+- nner
+- ▁burnt
+- ▁headed
+- ▁include
+- ▁butter
+- ▁argu
+- ▁beg
+- ax
+- ▁educational
+- lee
+- ▁melo
+- umber
+- ▁tap
+- ▁snake
+- ▁cookie
+- ▁era
+- ▁cigarette
+- ▁root
+- ▁knee
+- ▁riot
+- ▁strip
+- ▁henr
+- ▁lov
+- coming
+- ▁mentor
+- ▁deb
+- ▁gather
+- ▁lil
+- chu
+- ▁prim
+- ▁definit
+- ▁mental
+- point
+- ▁cheap
+- ▁anim
+- ▁chick
+- rlington
+- rently
+- ▁favor
+- ▁command
+- ▁accomplish
+- ▁achieve
+- ▁advertis
+- ▁assign
+- ▁consult
+- ▁sharecropp
+- ▁anyhow
+- ▁appeal
+- ▁attorney
+- ▁banana
+- ▁behavior
+- ▁boulder
+- ▁bounty
+- ▁brief
+- ▁circumstance
+- ▁circus
+- ▁clerk
+- ▁confidence
+- ▁council
+- ▁cramp
+- ▁cruel
+- ▁delancey
+- ▁dodgeball
+- ▁energy
+- ▁essay
+- ▁flavor
+- ▁godmother
+- ▁grandchildren
+- ▁grandpa
+- ▁guidance
+- ▁guitar
+- ▁hamilton
+- ▁hawaii
+- ▁incredibl
+- ▁institution
+- ▁integrate
+- ▁kenilworth
+- ▁lafayette
+- ▁literature
+- ▁lobby
+- ▁louisiana
+- ▁mathematics
+- ▁mexico
+- ▁newspaper
+- ▁pencil
+- ▁perhaps
+- ▁philosophy
+- ▁pistol
+- ▁political
+- ▁return
+- ▁shook
+- ▁snowball
+- ▁swallow
+- ▁tequila
+- ▁thirtieth
+- ▁thomas
+- ▁transfer
+- ▁transportation
+- ▁vegas
+- ▁waldorf
+- ▁westbrook
+- ▁wishbone
+- ▁wrestling
+- ▁breathing
+- ▁discriminat
+- ▁glue
+- ▁injur
+- ▁micro
+- ▁orphan
+- ▁spill
+- ▁acqu
+- ▁braids
+- ▁earring
+- ▁emotional
+- ▁stamp
+- ▁durham
+- ▁object
+- ▁temper
+- ▁finance
+- ▁operator
+- ▁boundar
+- ▁lamp
+- ▁release
+- ▁snack
+- ▁minus
+- ▁text
+- ▁racing
+- ▁potential
+- ▁lick
+- ▁actress
+- ▁grits
+- ▁plumber
+- ▁servant
+- ▁series
+- ▁violent
+- ▁slim
+- ▁resent
+- ▁broadway
+- ▁appa
+- ▁communities
+- ▁winner
+- ▁consistent
+- ▁variety
+- ▁supervis
+- spel
+- ▁fond
+- ▁threaten
+- ▁performance
+- ▁media
+- ▁leadership
+- ▁mountain
+- ▁beyon
+- ▁bronx
+- ▁application
+- ▁interaction
+- ▁basis
+- ▁hatred
+- ▁magic
+- ▁custodian
+- ization
+- ▁vocal
+- ▁rubber
+- ▁abuse
+- ▁cuss
+- ▁hyp
+- ▁guest
+- rrow
+- ▁te
+- ▁frequently
+- ▁loop
+- ▁townhouse
+- ▁loose
+- ▁kite
+- ▁statue
+- ▁collar
+- ▁flew
+- ▁bang
+- ▁brit
+- destiny
+- ▁checkers
+- ▁financially
+- ▁treatment
+- ▁insist
+- ▁bully
+- ▁mice
+- ▁apes
+- ▁kitt
+- ▁lab
+- ▁stranger
+- ▁exception
+- ▁surrounding
+- ▁tube
+- ▁fake
+- ▁sung
+- ▁maid
+- ▁moon
+- ▁stepdad
+- ▁divorced
+- boo
+- ▁height
+- ▁link
+- ▁firm
+- ▁funk
+- ▁gee
+- ▁mop
+- tics
+- ▁bird
+- ▁germany
+- ▁epis
+- ▁troops
+- ssa
+- ▁conditioning
+- ▁swinging
+- ▁talented
+- ▁reality
+- ▁benches
+- ▁sally
+- ▁completed
+- ▁phd
+- ▁sur
+- ▁engineering
+- ▁recorder
+- ▁instruments
+- ▁cam
+- ▁pretend
+- ▁goodness
+- pulation
+- ▁skipp
+- ▁tub
+- ▁pounds
+- ▁washing
+- ▁thi
+- ▁patients
+- ▁heat
+- ▁peer
+- ▁torn
+- ▁shooter
+- ▁lawn
+- ▁penn
+- ▁enjoying
+- ▁snakes
+- ▁planne
+- ▁elderl
+- ▁wal
+- ctu
+- ix
+- reservation
+- ▁scot
+- lot
+- ▁celebrat
+- ▁mul
+- ▁argue
+- ▁improve
+- clined
+- ka
+- nce
+- ▁disc
+- ode
+- having
+- ence
+- ▁cau
+- active
+- ▁bal
+- ▁fu
+- ▁libera
+- ray
+- gic
+- ▁historic
+- gome
+- fic
+- privileged
+- ▁rabbit
+- ▁condo
+- ▁relative
+- ▁commun
+- ula
+- ▁bless
+- ▁slap
+- ▁receiv
+- ▁slid
+- ▁suppose
+- gua
+- ▁linc
+- ▁print
+- ▁crop
+- room
+- ▁photograph
+- ▁hustle
+- place
+- field
+- chair
+- ▁obvious
+- racial
+- ▁defens
+- ▁produce
+- ▁depress
+- ▁europe
+- ▁loyal
+- ▁tail
+- ▁consist
+- ▁fraternit
+- employed
+- ▁album
+- ▁anacostia
+- ▁bewitched
+- ▁candidate
+- ▁chapter
+- ▁competing
+- ▁confus
+- ▁connecticut
+- ▁convention
+- ▁convince
+- ▁corrupt
+- ▁disappoint
+- ▁dislike
+- ▁dummy
+- ▁elaborate
+- ▁enroll
+- ▁exhibit
+- ▁gallery
+- ▁grateful
+- ▁greensboro
+- ▁hazel
+- ▁illinois
+- ▁initiate
+- ▁insect
+- ▁joseph
+- ▁marlboro
+- ▁mattress
+- ▁memphis
+- ▁midnight
+- ▁motherfucking
+- ▁nurture
+- ▁otherwise
+- ▁petworth
+- ▁phrase
+- ▁physics
+- ▁plaza
+- ▁popeye
+- ▁relevant
+- ▁stabbed
+- ▁stretch
+- ▁teeter
+- ▁tomboy
+- ▁treasur
+- ▁wardrobe
+- ▁waterfront
+- ▁welfare
+- ▁annoy
+- ▁bulb
+- ▁cloud
+- ▁define
+- ▁heaven
+- ▁jesus
+- ▁previous
+- ▁slack
+- ▁suburbs
+- ▁ugh
+- ▁calcul
+- ▁clarinet
+- ▁cycle
+- ▁diabet
+- ▁lyric
+- ▁proceed
+- ▁region
+- ▁respond
+- ▁ruth
+- ▁stairs
+- ▁trauma
+- ▁freaking
+- ▁glove
+- ▁scale
+- ▁slam
+- ▁outfit
+- ▁skirt
+- ▁remain
+- ▁weather
+- ▁dominate
+- ▁jill
+- aq
+- ▁brad
+- ▁scienti
+- cule
+- ▁content
+- ▁recess
+- ▁gentlem
+- ▁maurice
+- ▁linwood
+- ▁skateboard
+- ▁happiness
+- ▁soap
+- ▁alpha
+- ▁chess
+- ▁trapped
+- ▁displac
+- ▁shining
+- ▁sociology
+- ▁ventur
+- ▁jim
+- ▁twist
+- ▁closing
+- ▁taco
+- ▁educator
+- ▁addiction
+- ▁airport
+- ▁batteries
+- ritten
+- ▁descen
+- ▁honey
+- ▁cookout
+- ▁angeles
+- ▁leaf
+- ▁taxes
+- swag
+- ▁hobby
+- ▁davis
+- ▁curry
+- ▁rush
+- ▁publisher
+- ▁fitness
+- ▁assistance
+- ▁driveway
+- ▁coca
+- ▁battery
+- cop
+- ▁manner
+- ▁tension
+- ▁blend
+- ▁halfway
+- ▁outlet
+- ▁woo
+- ▁immediately
+- ▁minority
+- ▁durant
+- ▁agent
+- don
+- ▁jackson
+- ▁fox
+- ▁italy
+- ▁broad
+- ▁trial
+- ▁bleeding
+- ▁daylight
+- ▁tur
+- oline
+- ▁rice
+- ▁instan
+- ▁mort
+- ▁calv
+- ▁rug
+- ▁forties
+- ▁ethi
+- ▁captured
+- ▁setter
+- ▁ea
+- ▁wheeler
+- ▁silly
+- ▁sack
+- shame
+- aria
+- ▁cast
+- ▁chore
+- ▁oil
+- ▁printing
+- ▁activity
+- ▁holy
+- ▁darker
+- ▁bend
+- ▁preaching
+- ▁healthy
+- ▁smarter
+- ▁mill
+- ▁divin
+- ▁complaining
+- ▁fairy
+- ▁alternati
+- ▁metal
+- raft
+- vy
+- ette
+- ▁mario
+- rapping
+- ▁fade
+- ▁rank
+- ▁peo
+- ▁semi
+- mark
+- ▁esse
+- ▁washed
+- ▁wave
+- ▁bored
+- ▁painting
+- ▁junkie
+- ▁thug
+- ▁mal
+- ▁spec
+- ▁privilege
+- ▁shy
+- ▁fil
+- ▁ky
+- ▁evan
+- ▁motivate
+- ▁historical
+- ▁fare
+- ▁traditional
+- ically
+- rox
+- endo
+- pho
+- educ
+- ▁ster
+- ▁concentrate
+- ▁crap
+- ▁log
+- lash
+- gged
+- cked
+- ▁san
+- ▁constructi
+- done
+- ▁concentrat
+- ▁distribut
+- eased
+- ▁evacuate
+- ended
+- nct
+- cha
+- vous
+- gging
+- wer
+- ▁elder
+- ▁cure
+- umbling
+- ennie
+- ▁rule
+- ▁resident
+- ▁teache
+- bility
+- ▁surviv
+- ▁stri
+- ▁clap
+- ▁architect
+- ▁pete
+- ▁polic
+- ▁ou
+- ▁pinch
+- ▁brea
+- ▁divorce
+- rust
+- cal
+- ▁prepar
+- ▁assist
+- tention
+- ▁draft
+- ▁exce
+- ▁pupp
+- standing
+- stance
+- ▁excite
+- print
+- ▁current
+- ▁ski
+- ucky
+- more
+- ▁angel
+- ▁electric
+- ▁nick
+- ▁preci
+- ▁babysit
+- ▁varie
+- script
+- ▁clari
+- ograph
+- ▁recruit
+- ▁subtract
+- ▁advanc
+- ▁affluent
+- ▁article
+- ▁athletic
+- ▁available
+- ▁bachelor
+- ▁barbara
+- ▁bonanza
+- ▁bubble
+- ▁buddies
+- ▁cafeteria
+- ▁century
+- ▁chapel
+- ▁chemical
+- ▁complex
+- ▁convenience
+- ▁convenient
+- ▁culotte
+- ▁daniel
+- ▁dedicated
+- ▁delaware
+- ▁dialect
+- ▁disagree
+- ▁disrespect
+- ▁drown
+- ▁dupont
+- ▁eddie
+- ▁electronic
+- ▁encounter
+- ▁escape
+- ▁evolve
+- ▁explore
+- ▁fraction
+- ▁fulfill
+- ▁gemini
+- ▁goldsboro
+- ▁guide
+- ▁gunshots
+- ▁harbor
+- ▁horseshoe
+- ▁humboldt
+- ▁integration
+- ▁jehovah
+- ▁joking
+- ▁length
+- ▁located
+- ▁luxur
+- ▁madison
+- ▁magazine
+- ▁metropolitan
+- ▁milwaukee
+- ▁mobile
+- ▁panama
+- ▁parakeet
+- ▁petersburg
+- ▁preschool
+- ▁pupil
+- ▁puzzle
+- ▁register
+- ▁regulation
+- ▁relocat
+- ▁remove
+- ��renew
+- ▁republic
+- ▁reputation
+- ▁skeleton
+- ▁spider
+- ▁swolle
+- ▁tremendous
+- ▁vague
+- ▁varsity
+- ▁veteran
+- ▁virus
+- ▁vodka
+- ▁weapon
+- ▁afro
+- ▁chew
+- ▁commute
+- ▁confine
+- ▁fiction
+- ▁ratchet
+- ▁commit
+- ▁estate
+- ▁wander
+- ▁permit
+- ▁route
+- ▁fifties
+- ▁tumor
+- ▁dawn
+- ▁decorations
+- ▁metro
+- ▁simon
+- ▁propos
+- ▁creep
+- ▁ruin
+- ratory
+- ▁initiati
+- ▁rescue
+- ▁playoffs
+- ▁caterer
+- ▁joy
+- ▁storm
+- ▁executive
+- ▁cheat
+- ▁pepper
+- lantern
+- ▁examin
+- ▁narrow
+- ▁springfield
+- ▁underneath
+- ▁lend
+- ▁dentistry
+- ▁recover
+- ▁refrigerator
+- ▁panther
+- ▁grape
+- ▁beauty
+- ▁resp
+- ▁valid
+- ▁parade
+- ▁filter
+- ▁electricity
+- ▁gown
+- ▁reaction
+- ▁advisor
+- ▁bronson
+- ▁rita
+- ▁stockings
+- ▁progressive
+- ▁retro
+- ▁damage
+- ▁candle
+- ▁ridge
+- ▁fif
+- ▁jaw
+- ▁tailor
+- ▁grandmama
+- ▁cali
+- ▁distan
+- ▁alcoholic
+- gency
+- ▁pension
+- ▁safeway
+- ▁mature
+- ▁cris
+- ▁hike
+- ▁raw
+- ▁repair
+- ▁producer
+- ▁definite
+- away
+- ▁johnson
+- ▁knit
+- ▁spit
+- ▁agreement
+- ▁impression
+- oons
+- ▁peg
+- ▁plug
+- ▁lane
+- ▁coop
+- atic
+- ▁auntie
+- arri
+- ▁burst
+- ▁hap
+- ▁owe
+- ▁roc
+- ▁adam
+- ▁pong
+- ▁prof
+- hilo
+- ▁glasses
+- ▁tax
+- ▁fold
+- ▁metha
+- ▁daily
+- ▁statement
+- ▁musician
+- ▁designer
+- ▁vine
+- ▁debate
+- ▁prep
+- ▁nets
+- arate
+- ▁chooser
+- ▁eighteenth
+- hole
+- ▁parkland
+- ▁billion
+- ▁dull
+- ▁bitter
+- ▁pep
+- ▁drafted
+- ▁gray
+- ▁slower
+- ▁helpful
+- ▁dice
+- ▁setting
+- ▁mentoring
+- ▁gathering
+- ▁norma
+- ▁psh
+- ▁scare
+- ▁barking
+- ▁fussing
+- eze
+- ament
+- ▁stolen
+- ▁gap
+- ▁regularly
+- aze
+- ▁ya
+- ▁flower
+- ▁fate
+- ▁spanking
+- ▁unity
+- ▁ideal
+- ▁beau
+- ▁closest
+- ▁hud
+- ▁eater
+- qualified
+- ▁prayer
+- ▁decorat
+- racks
+- lay
+- ▁flyer
+- ▁tripp
+- ▁gro
+- ▁broom
+- ▁chu
+- ▁mechanical
+- ▁intend
+- acket
+- ▁tease
+- ▁sni
+- erge
+- ▁erase
+- ude
+- amma
+- solve
+- ▁prob
+- ▁bent
+- dental
+- ▁shar
+- arrier
+- ▁assum
+- ▁encourag
+- ▁cherr
+- zed
+- ▁practic
+- ▁socializ
+- ik
+- ▁believ
+- ▁adj
+- struction
+- oner
+- ▁fir
+- otten
+- ▁matche
+- wipe
+- loma
+- anny
+- colat
+- ▁patient
+- ▁economic
+- ▁cowboy
+- ▁cartoon
+- ▁alway
+- rtle
+- ▁entrepreneur
+- head
+- ▁locker
+- ▁fee
+- ▁farthe
+- come
+- eeze
+- ▁organize
+- ▁sweat
+- ▁surround
+- ▁tru
+- ▁terribl
+- ▁recogni
+- mouth
+- ▁frequent
+- eparation
+- ▁publish
+- wayne
+- ▁administrat
+- ▁academ
+- ▁threat
+- ▁success
+- ▁appear
+- ▁element
+- ▁eff
+- ▁sponsor
+- ▁granddad
+- ▁mchale
+- ▁crip
+- responsibilities
+- review
+- ▁abroad
+- ▁acknowledg
+- ▁alaska
+- ▁arkansas
+- ▁arrange
+- ▁assembly
+- ▁athlete
+- ▁boohoo
+- ▁cabbage
+- ▁cemetery
+- ▁competitive
+- ▁conetoe
+- ▁confederate
+- ▁congregat
+- ▁corporat
+- ▁cough
+- ▁counseling
+- ▁crawl
+- ▁depot
+- ▁discharge
+- ▁docket
+- ▁eliminate
+- ▁embrace
+- ▁employee
+- ▁employment
+- ▁england
+- ▁exchange
+- ▁explode
+- ▁facebook
+- ▁flintstone
+- ▁freaknik
+- ▁grease
+- ▁hamtramck
+- ▁handwriting
+- ▁hilarious
+- ▁housekeeper
+- ▁interfere
+- ▁internship
+- ▁interpret
+- ▁janitor
+- ▁journey
+- ▁kendrick
+- ▁liberty
+- ▁librarian
+- ▁loaf
+- ▁mercury
+- ▁metaphor
+- ▁ministry
+- ▁muslim
+- ▁organizing
+- ▁overpass
+- ▁pajamas
+- ▁palace
+- ▁pancake
+- ▁paycheck
+- ▁penguins
+- ▁perceive
+- ▁persistence
+- ▁popcorn
+- ▁principle
+- ▁prostitute
+- ▁puritan
+- ▁pursue
+- ▁resign
+- ▁restrict
+- ▁scatter
+- ▁seamstress
+- ▁segregation
+- ▁snatch
+- ▁socioeconomic
+- ▁sorority
+- ▁spaniel
+- ▁spark
+- ▁stuyvesant
+- ▁succeed
+- ▁temporary
+- ▁therapy
+- ▁thriving
+- ▁tifton
+- ▁tokyo
+- ▁trimming
+- ▁tupac
+- ▁twilight
+- ▁unbalanced
+- ▁victim
+- ▁volkswagen
+- ▁wrestle
+- ▁appreciati
+- ▁blazer
+- ▁bougie
+- ▁constitu
+- ▁coworker
+- ▁function
+- ▁japan
+- ▁korea
+- ▁largo
+- ▁lonely
+- ▁manhood
+- ▁mistreat
+- ▁pattillo
+- ▁possibilit
+- ▁retreat
+- ▁smash
+- ▁swear
+- proxim
+- ▁doorbell
+- ▁handball
+- ▁network
+- ▁session
+- ▁zero
+- ensive
+- ▁delta
+- ▁dick
+- ▁temple
+- ▁scrap
+- ▁visual
+- ▁dump
+- ▁internet
+- ▁measure
+- ▁trend
+- dfather
+- ▁creole
+- ▁serial
+- ▁hornet
+- ▁humble
+- ▁contain
+- ▁demand
+- ▁harris
+- ▁stooges
+- ▁reserv
+- ▁resonate
+- ▁frame
+- ▁outcast
+- ▁affair
+- ▁inspection
+- ▁residenc
+- ▁satisfied
+- ▁policemen
+- ▁tenement
+- ▁patti
+- ▁alarm
+- ▁firemen
+- ▁unconscious
+- ▁zipper
+- pard
+- ▁trek
+- ▁terminolog
+- ▁blanket
+- ▁drummer
+- fficien
+- ▁smile
+- ▁cheer
+- ▁behave
+- ▁appoint
+- ▁carpet
+- ▁disturbance
+- ▁electrician
+- ▁hampton
+- ▁clue
+- ▁expand
+- ology
+- ▁spray
+- ▁underwater
+- ▁runner
+- ▁representative
+- ▁tech
+- ▁description
+- ▁welding
+- ▁bingo
+- ▁tank
+- ▁instrumental
+- ▁babysitter
+- ▁oakland
+- ▁baker
+- case
+- ▁homie
+- ▁crab
+- ▁cloth
+- ▁stressful
+- ▁wilm
+- ▁peep
+- ▁kitten
+- ▁foolish
+- ▁critical
+- ▁lingo
+- cular
+- ▁vacan
+- ▁depression
+- ▁lyn
+- ▁wives
+- ▁bama
+- ▁jerry
+- ▁rising
+- ▁rotate
+- ▁dodge
+- ▁vend
+- ▁shout
+- ▁elk
+- ▁flipper
+- ▁extensive
+- ▁dels
+- ▁invent
+- ▁chop
+- ▁category
+- ▁communication
+- bride
+- ▁shack
+- ▁supply
+- ▁pour
+- ▁portion
+- ▁dean
+- ▁handling
+- ▁wider
+- cope
+- ▁criti
+- ▁flight
+- ▁irritated
+- ▁motion
+- ▁classical
+- ▁commissioner
+- ▁enjoyable
+- ▁realistic
+- ▁tighten
+- ▁photography
+- ▁hug
+- ▁shore
+- ▁pile
+- ▁certificate
+- ▁tools
+- ▁dear
+- potle
+- ▁professionally
+- ▁madam
+- ▁lap
+- ▁strain
+- ▁lowest
+- ▁lip
+- ▁conce
+- ▁lug
+- ▁addicted
+- ▁coaches
+- power
+- mont
+- ▁vet
+- ▁biddi
+- ▁conv
+- ▁sweating
+- ▁versa
+- ▁fur
+- ▁badge
+- ▁debat
+- fri
+- band
+- ▁cow
+- ▁racer
+- ▁map
+- ▁marv
+- ▁nation
+- ▁cup
+- ▁sight
+- ▁boxer
+- tters
+- ▁writer
+- ▁juli
+- eenie
+- ▁dancer
+- ▁architectur
+- ▁teammate
+- ▁slipp
+- ▁presen
+- ▁battl
+- ▁lift
+- ▁drawer
+- ▁caper
+- ▁gambl
+- ▁hou
+- ▁communist
+- ipped
+- law
+- ▁destructi
+- ▁rub
+- hand
+- ▁dagg
+- cement
+- imer
+- igging
+- ension
+- odies
+- ▁wrapp
+- ▁gross
+- unch
+- ▁interact
+- race
+- hose
+- hopping
+- tiny
+- chi
+- evo
+- cip
+- ▁massa
+- ▁construct
+- position
+- ▁manag
+- ▁medica
+- ▁adventur
+- ▁prioriti
+- ▁minorit
+- ▁badde
+- ▁motivat
+- ifted
+- ▁victor
+- iness
+- ▁avi
+- lep
+- ▁rud
+- ada
+- ▁peanut
+- ▁sibling
+- ▁pound
+- tender
+- ▁julie
+- ▁buil
+- issy
+- uzz
+- ▁credi
+- ique
+- deed
+- ▁squa
+- ▁rando
+- ▁nei
+- ground
+- ▁capture
+- ▁addict
+- ▁cheerlead
+- ▁suppl
+- stream
+- count
+- ▁taxi
+- broke
+- girl
+- few
+- born
+- ▁absolute
+- eith
+- truck
+- marine
+- phone
+- ▁react
+- plications
+- ronto
+- home
+- ▁econom
+- ▁dentist
+- ▁atlant
+- ▁astro
+- ▁happi
+- ▁disturb
+- ▁teenage
+- mmun
+- ▁border
+- ▁zip
+- ▁advis
+- ▁advoca
+- ▁curricul
+- ▁reynold
+- ▁sculpt
+- ▁demonstrat
+- bacca
+- igorous
+- migrant
+- migration
+- napolis
+- rilla
+- ▁accommodate
+- ▁agencies
+- ▁agricultur
+- ▁analyst
+- ▁announce
+- ▁antennas
+- ▁appendi
+- ▁arrived
+- ▁association
+- ▁attempt
+- ▁attraction
+- ▁brazil
+- ▁butterfly
+- ▁cadillac
+- ▁campaign
+- ▁casket
+- ▁chevrolet
+- ▁cincinnati
+- ▁circuit
+- ▁civics
+- ▁coexist
+- ▁coincide
+- ▁coordinat
+- ▁corps
+- ▁creature
+- ▁crib
+- ▁crush
+- ▁decatur
+- ▁defend
+- ▁democra
+- ▁devastat
+- ▁dictionary
+- ▁disappear
+- ▁disaster
+- ▁disease
+- ▁disguise
+- ▁douglas
+- ▁eccentric
+- ▁egypt
+- ▁elizabeth
+- ▁email
+- ▁emergency
+- ▁enforc
+- ▁establish
+- ▁ethnicit
+- ▁exclu
+- ▁fabulous
+- ▁facilities
+- ▁gadget
+- ▁genuine
+- ▁gucc
+- ▁hahira
+- ▁harvard
+- ▁helicopter
+- ▁hillcrest
+- ▁horrendous
+- ▁incarcerat
+- ▁increase
+- ▁independenc
+- ▁inspir
+- ▁intersection
+- ▁intimidate
+- ▁invaders
+- ▁invincible
+- ▁irrigation
+- ▁kennedy
+- ▁kwame
+- ▁laundry
+- ▁lecture
+- ▁lewis
+- ▁lobster
+- ▁lounge
+- ▁mailbox
+- ▁mccord
+- ▁migrate
+- ▁millionaire
+- ▁monroe
+- ▁nickname
+- ▁npepa
+- ▁obstacle
+- ▁originate
+- ▁pacific
+- ▁perpetuate
+- ▁poodle
+- ▁pregnancy
+- ▁rainbow
+- ▁rapidly
+- ▁reception
+- ▁rehearsal
+- ▁reluctant
+- ▁remarried
+- ▁remodel
+- ▁revitalize
+- ▁revolution
+- ▁rival
+- ▁roanoke
+- ▁roosevelt
+- ▁sensitive
+- ▁significance
+- ▁smithsonian
+- ▁stitches
+- ▁strategies
+- ▁substitute
+- ▁temptation
+- ▁touchdown
+- ▁tractor
+- ▁ultimate
+- ▁umbrella
+- ▁unknown
+- ▁unsafe
+- ▁upbringing
+- ▁vampire
+- ▁vertical
+- ▁website
+- ▁whiskey
+- ▁windshield
+- ▁wisconsin
+- ▁bloom
+- ▁cafe
+- ▁carpent
+- ▁combine
+- ▁defici
+- ▁disrupti
+- ▁drastic
+- ▁fibro
+- ▁kidnapped
+- ▁laptop
+- ▁midterm
+- ▁morgan
+- ▁occup
+- ▁peek
+- ▁rossi
+- ▁whatsoever
+- ▁baham
+- ▁bamboo
+- ▁cashier
+- ▁shaw
+- ▁statistic
+- ▁tangy
+- ▁curtain
+- ▁flirt
+- ▁charging
+- ▁dabble
+- ▁enemies
+- ▁fela
+- ▁lansing
+- ▁legend
+- ▁observe
+- ▁panick
+- ▁steel
+- ▁beasley
+- ▁dormitor
+- ▁identifie
+- ▁stella
+- aneous
+- ▁describe
+- ▁emotions
+- ▁richard
+- ▁colon
+- ▁playstation
+- ▁repeat
+- ▁tiger
+- ▁monster
+- ▁grind
+- ▁hippie
+- ▁antoine
+- ▁conscien
+- ▁pride
+- ▁task
+- ▁sponsorship
+- tician
+- ▁charles
+- ▁renam
+- ▁dragging
+- ▁shun
+- ▁tales
+- ▁ambitio
+- ▁apol
+- ▁compete
+- ▁orlando
+- ▁protest
+- ▁vision
+- ▁ebon
+- ▁latinos
+- ▁golf
+- ▁consume
+- ▁beginner
+- ▁clark
+- ▁crackhead
+- ▁luc
+- ▁rigged
+- ▁keyboard
+- ▁turtle
+- ▁edit
+- ▁assessment
+- ▁kirk
+- ▁paddle
+- agging
+- ▁auto
+- ▁investigation
+- ▁translat
+- ▁addition
+- ▁audition
+- ▁quarterback
+- ▁peach
+- ▁popped
+- ▁grey
+- ▁poisonous
+- ▁nickel
+- ▁european
+- ▁hillbillies
+- ▁decade
+- ▁spice
+- ▁wreck
+- ▁straw
+- ▁taylor
+- ▁academically
+- ▁tickle
+- ▁tele
+- ▁knight
+- ▁solid
+- ▁rocket
+- ▁organic
+- ▁effective
+- ▁evil
+- ▁punishment
+- ▁bolo
+- ▁boone
+- ▁bind
+- ▁boil
+- ▁plantation
+- ▁veterinary
+- ▁jet
+- ▁strap
+- ▁refi
+- ▁handicap
+- ▁scam
+- ▁lying
+- ▁fro
+- licit
+- ▁import
+- ▁expectation
+- ▁discussion
+- ▁production
+- ▁hound
+- ▁stream
+- ▁groov
+- ▁batter
+- ▁moral
+- kward
+- ▁kong
+- ▁digest
+- ▁pitch
+- lerate
+- ▁triple
+- ▁flash
+- ▁peel
+- ponent
+- ▁cheaper
+- cult
+- ▁dero
+- miss
+- ▁hustler
+- ▁maxi
+- ▁sucker
+- ▁contractor
+- ▁vici
+- ▁doct
+- ldest
+- gage
+- ▁forks
+- ▁pace
+- ▁rex
+- ▁cub
+- iani
+- ▁vat
+- opol
+- ▁mira
+- ▁cheerleader
+- ▁spon
+- ▁occurr
+- ▁sharp
+- ▁maca
+- 'off'
+- ▁mosqu
+- ▁merc
+- ▁stru
+- ▁float
+- ▁pincher
+- ▁consol
+- ▁slapp
+- ▁flipp
+- niversa
+- ▁hack
+- ▁roman
+- zzy
+- ▁sala
+- ▁qualif
+- rites
+- ▁hamp
+- cky
+- ▁specialize
+- ▁resu
+- omic
+- ▁designate
+- ▁lou
+- ictoria
+- ▁qui
+- ▁scarie
+- ▁stripp
+- gator
+- ▁educat
+- orado
+- ▁drag
+- bur
+- ▁assassinate
+- ▁evacuat
+- ▁serv
+- ▁contribute
+- ames
+- ▁ignor
+- scotch
+- ▁dramati
+- intend
+- ▁dru
+- apped
+- ▁mich
+- inos
+- urb
+- motion
+- pri
+- arco
+- imitation
+- ▁rubb
+- ▁prop
+- ▁approve
+- ▁grou
+- writer
+- culi
+- ipping
+- ▁accu
+- ▁instrument
+- ▁nerve
+- agon
+- cross
+- venue
+- tlanta
+- tribute
+- ▁refu
+- illions
+- ▁crow
+- ▁bleed
+- ▁discover
+- zard
+- ▁froze
+- ▁steve
+- ▁categor
+- ▁equa
+- ▁twent
+- invent
+- wealth
+- fellas
+- wife
+- heard
+- ▁voca
+- credit
+- fair
+- damn
+- ▁hillbill
+- mediate
+- tub
+- protecti
+- ▁milita
+- ▁detect
+- mpkins
+- ▁villa
+- ▁applica
+- ▁situat
+- ▁patro
+- ▁viol
+- ▁satisf
+- ified
+- ▁distract
+- hire
+- ▁distinct
+- ▁landscap
+- egitimate
+- equently
+- essori
+- istration
+- nunciat
+- ▁adapt
+- ▁aeroplane
+- ▁archery
+- ▁blimmy
+- ▁blindfold
+- ▁blossom
+- ▁blunt
+- ▁boutique
+- ▁broadcast
+- ▁budget
+- ▁carnival
+- ▁cecilia
+- ▁certified
+- ▁chitlins
+- ▁christopher
+- ▁companies
+- ▁competitor
+- ▁condemn
+- ▁consequence
+- ▁continuous
+- ▁corridor
+- ▁couzens
+- ▁crucial
+- ▁dandelion
+- ▁daydream
+- ▁demographic
+- ▁desire
+- ▁destination
+- ▁devices
+- ▁dexter
+- ▁disconnected
+- ▁disgusted
+- ▁document
+- ▁dubai
+- ▁elephant
+- ▁engrav
+- ▁enhance
+- ▁enlighten
+- ▁envelope
+- ▁escort
+- ▁eyeglass
+- ▁facility
+- ▁feature
+- ▁fingernail
+- ▁fundamental
+- ▁fundraise
+- ▁gigantor
+- ▁gimmick
+- ▁grip
+- ▁hamburger
+- ▁harmony
+- ▁haunted
+- ▁hinder
+- ▁hindsight
+- ▁homemaker
+- ▁hyattsville
+- ▁ibiza
+- ▁insecure
+- ▁inspirational
+- ▁institute
+- ▁intercept
+- ▁interrupt
+- ▁iroquois
+- ▁irritating
+- ▁jacque
+- ▁journalism
+- ▁kesselring
+- ▁knapsack
+- ▁knuckle
+- ▁laguardia
+- ▁lawrence
+- ▁leonard
+- ▁lesbian
+- ▁lipstick
+- ▁literac
+- ▁lodging
+- ▁macedonia
+- ▁magnif
+- ▁manhunt
+- ▁mechanism
+- ▁melbourne
+- ▁midwives
+- ▁milkshake
+- ▁mitchell
+- ▁mumps
+- ▁murphy
+- ▁netflix
+- ▁nuggets
+- ▁oregon
+- ▁originator
+- ▁overwhelm
+- ▁pandora
+- ▁pantsuit
+- ▁passenger
+- ▁password
+- ▁permission
+- ▁photo
+- ▁potomac
+- ▁pranks
+- ▁predator
+- ▁procedure
+- ▁profanity
+- ▁psychologist
+- ▁pyramid
+- ▁razor
+- ▁rearrange
+- ▁reflect
+- ▁reminisc
+- ▁renovat
+- ▁sacrific
+- ▁sanctuary
+- ▁seminole
+- ▁sermon
+- ▁shakur
+- ▁smother
+- ▁spelman
+- ▁spooky
+- ▁squir
+- ▁stairway
+- ▁stigma
+- ▁stimples
+- ▁stroller
+- ▁stunt
+- ▁sullivan
+- ▁superhero
+- ▁supermarket
+- ▁superstition
+- ▁sympathetic
+- ▁syracuse
+- ▁taunt
+- ▁technique
+- ▁thunder
+- ▁tissue
+- ▁trinidad
+- ▁unhappy
+- ▁unpleasant
+- ▁upgrade
+- ▁vanilla
+- ▁velvet
+- ▁vladeck
+- ▁voucher
+- ▁yachty
+- ▁yankee
+- ▁yuppie
+- dequ
+- ▁busboy
+- ▁jewel
+- ▁method
+- ▁pioneer
+- ▁apron
+- '0'
+- '1'
+- '4'
+- 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
+    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
+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: s3prl
+frontend_conf:
+    frontend_conf:
+        upstream: wavlm_large
+    download_dir: ./hub
+    multilayer_feature: true
+    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: 10
+normalize: utterance_mvn
+normalize_conf: {}
+model: espnet
+model_conf:
+    ctc_weight: 0.3
+    lsm_weight: 0.1
+    length_normalized_loss: false
+    extract_feats_in_collect_stats: false
+preencoder: linear
+preencoder_conf:
+    input_size: 1024
+    output_size: 80
+encoder: transformer
+encoder_conf:
+    output_size: 256
+    attention_heads: 4
+    linear_units: 1024
+    num_blocks: 18
+    dropout_rate: 0.1
+    positional_dropout_rate: 0.1
+    attention_dropout_rate: 0.1
+    input_layer: conv2d2
+    normalize_before: true
+postencoder: null
+postencoder_conf: {}
+decoder: transformer
+decoder_conf:
+    attention_heads: 4
+    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
+preprocessor: default
+preprocessor_conf: {}
+required:
+- output_dir
+- token_list
+version: '202402'
+distributed: true
+```
+
+</details>
+
+
+
+### Citing ESPnet
+
+```BibTex
+@inproceedings{watanabe2018espnet,
+  author={Shinji Watanabe and Takaaki Hori and Shigeki Karita and Tomoki Hayashi and Jiro Nishitoba and Yuya Unno and Nelson Yalta and Jahn Heymann and Matthew Wiesner and Nanxin Chen and Adithya Renduchintala and Tsubasa Ochiai},
+  title={{ESPnet}: End-to-End Speech Processing Toolkit},
+  year={2018},
+  booktitle={Proceedings of Interspeech},
+  pages={2207--2211},
+  doi={10.21437/Interspeech.2018-1456},
+  url={http://dx.doi.org/10.21437/Interspeech.2018-1456}
+}
+
+
+
+
+
+
+```
+
+or arXiv:
+
+```bibtex
+@misc{watanabe2018espnet,
+  title={ESPnet: End-to-End Speech Processing Toolkit},
+  author={Shinji Watanabe and Takaaki Hori and Shigeki Karita and Tomoki Hayashi and Jiro Nishitoba and Yuya Unno and Nelson Yalta and Jahn Heymann and Matthew Wiesner and Nanxin Chen and Adithya Renduchintala and Tsubasa Ochiai},
+  year={2018},
+  eprint={1804.00015},
+  archivePrefix={arXiv},
+  primaryClass={cs.CL}
+}
+```

data/en_token_list/bpe_unigram5000/bpe.model

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d228c41aa4c583f875048d4cd2b7861adc0c426c45ef5bd2f02ffe0f702794b2
+size 324331

exp/asr_train_asr_wavlm_transformer_raw_en_bpe5000_sp/62epoch.pth

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+version https://git-lfs.github.com/spec/v1
+oid sha256:da3bfb0d2e926ab9181199d4bd05bfbf188949d28161e6070184a9d8e7af01a8
+size 1384757589

exp/asr_train_asr_wavlm_transformer_raw_en_bpe5000_sp/RESULTS.md

@@ -0,0 +1,29 @@
+<!-- Generated by scripts/utils/show_asr_result.sh -->
+# RESULTS
+## Environments
+- date: `Wed Aug 28 11:48:57 EDT 2024`
+- python version: `3.9.18 (main, Sep 11 2023, 13:41:44)  [GCC 11.2.0]`
+- espnet version: `espnet 202402`
+- pytorch version: `pytorch 1.12.1`
+- Git hash: `b514bee2573e38b64b83a91d8d53e88f6875ce6b`
+  - Commit date: `Wed Aug 28 10:32:30 2024 -0400`
+
+## exp/asr_train_asr_wavlm_transformer_raw_en_bpe5000_sp
+### WER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|
+|decode_asr_asr_model_valid.acc.best/test|4351|80482|90.5|7.8|1.7|1.3|10.9|62.9|
+
+### CER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|
+|decode_asr_asr_model_valid.acc.best/test|4351|385167|95.6|2.1|2.3|1.7|6.1|62.9|
+
+### TER
+
+|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
+|---|---|---|---|---|---|---|---|---|
+|decode_asr_asr_model_valid.acc.best/test|4351|93612|88.5|6.9|4.6|1.5|13.0|62.9|
+

exp/asr_train_asr_wavlm_transformer_raw_en_bpe5000_sp/config.yaml

@@ -0,0 +1,5220 @@
+config: conf/tuning/train_asr_wavlm_transformer.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_wavlm_transformer_raw_en_bpe5000_sp
+ngpu: 1
+seed: 2022
+num_workers: 4
+num_att_plot: 0
+dist_backend: nccl
+dist_init_method: env://
+dist_world_size: 2
+dist_rank: 0
+local_rank: 0
+dist_master_addr: localhost
+dist_master_port: 56949
+dist_launcher: null
+multiprocessing_distributed: true
+unused_parameters: false
+sharded_ddp: false
+cudnn_enabled: true
+cudnn_benchmark: false
+cudnn_deterministic: false
+use_tf32: false
+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
+    - acc
+    - max
+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: true
+log_interval: 400
+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:
+- frontend.upstream
+num_iters_per_epoch: null
+batch_size: 20
+valid_batch_size: null
+batch_bins: 16000000
+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
+chunk_max_abs_length: null
+chunk_discard_short_samples: true
+train_data_path_and_name_and_type:
+-   - dump/raw/train_sp/wav.scp
+    - speech
+    - sound
+-   - dump/raw/train_sp/text
+    - text
+    - text
+valid_data_path_and_name_and_type:
+-   - dump/raw/dev/wav.scp
+    - speech
+    - sound
+-   - dump/raw/dev/text
+    - text
+    - text
+multi_task_dataset: false
+allow_variable_data_keys: false
+max_cache_size: 0.0
+max_cache_fd: 32
+allow_multi_rates: false
+valid_max_cache_size: null
+exclude_weight_decay: false
+exclude_weight_decay_conf: {}
+optim: adam
+optim_conf:
+    lr: 0.002
+    weight_decay: 1.0e-06
+scheduler: warmuplr
+scheduler_conf:
+    warmup_steps: 15000
+token_list:
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+- <unk>
+- ▁i
+- ''''
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+- s
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+- m
+- ▁what
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+- ▁this
+- ▁for
+- ▁when
+- ▁be
+- ▁all
+- ▁up
+- ▁one
+- ▁would
+- ▁yeah
+- ▁with
+- ▁out
+- ▁well
+- ▁got
+- d
+- ▁no
+- ▁get
+- ▁or
+- ▁do
+- ing
+- ▁at
+- ▁about
+- ▁not
+- ed
+- ▁people
+- ▁if
+- ▁going
+- ▁can
+- n
+- ▁think
+- ▁is
+- ▁say
+- ▁school
+- ▁mm
+- ▁see
+- ▁from
+- ▁time
+- ▁because
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+- ▁really
+- ▁her
+- ▁now
+- ▁some
+- ▁him
+- re
+- ▁back
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+- em
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+- ▁used
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+- ll
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+- ▁day
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+- ▁everybody
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+- ▁year
+- ▁into
+- ▁tell
+- ▁w
+- ▁high
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+- ▁talking
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+- ▁long
+- ▁life
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+- ▁pretty
+- ▁neighborhood
+- ▁thought
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+- ▁called
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+- ▁sister
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+- ▁watch
+- ▁type
+- ▁best
+- ▁does
+- ▁myself
+- ▁ball
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+- ▁th
+- ▁point
+- ▁job
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+- ▁fun
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+- ▁girls
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+- ▁music
+- ▁again
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+- ▁thirty
+- ▁south
+- ▁room
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+- ▁run
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+- 'on'
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+- or
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+- ion
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+- all
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+- c
+- es
+- th
+- ▁found
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+- ▁ask
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+- ▁times
+- ▁lady
+- ▁middle
+- ▁week
+- ▁jump
+- ▁throw
+- ▁sort
+- ▁friend
+- ▁change
+- ▁sh
+- ▁basically
+- ▁hide
+- ▁age
+- ▁nineteen
+- ▁fact
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+- ▁beat
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+- ▁ago
+- ▁ima
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+- ▁club
+- ▁mostly
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+- ▁u
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+- ▁bring
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+- ▁set
+- ▁catch
+- p
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+- ▁morning
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+- ▁head
+- ▁days
+- ▁quite
+- ▁someone
+- ▁across
+- ▁places
+- ▁reason
+- ▁matter
+- ▁guys
+- ▁half
+- ▁married
+- ▁second
+- ▁teachers
+- ▁cool
+- ▁avenue
+- ▁heard
+- ▁today
+- ▁naw
+- ▁under
+- ▁somewhere
+- ▁fifty
+- ▁pick
+- ▁haven
+- ▁understand
+- ▁baby
+- ▁north
+- ▁york
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+- u
+- g
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+- ▁funny
+- as
+- ▁gone
+- est
+- ▁dur
+- ▁small
+- ▁front
+- ▁history
+- ▁program
+- ▁english
+- ▁running
+- ▁stand
+- ▁food
+- ▁shoot
+- ▁kept
+- ▁twelve
+- ▁trouble
+- ▁wife
+- ▁games
+- ▁hand
+- ▁husband
+- ▁till
+- ▁math
+- ▁daughter
+- ▁learned
+- b
+- ▁summer
+- ▁anybody
+- ▁shot
+- ▁party
+- ▁re
+- ▁liked
+- ▁thousand
+- ▁corner
+- h
+- ▁book
+- ▁eat
+- ▁ma
+- ▁west
+- ▁telling
+- ▁hair
+- ▁hey
+- ▁top
+- ▁tree
+- ▁experience
+- ▁un
+- ▁died
+- ▁elementary
+- ▁finally
+- ▁sauce
+- ▁wrong
+- ▁cut
+- ▁apartment
+- ▁asked
+- clock
+- ▁doctor
+- ▁break
+- ▁bus
+- ▁hang
+- ▁meet
+- ▁da
+- en
+- ▁hospital
+- ▁maryland
+- ▁decide
+- ▁fire
+- ▁taking
+- ▁tag
+- ▁education
+- ▁taught
+- ▁tried
+- ▁rest
+- ▁passed
+- ▁number
+- ▁wish
+- ▁between
+- ▁caught
+- ▁raised
+- ▁block
+- ic
+- ▁later
+- ▁feet
+- ially
+- ▁ride
+- ▁third
+- ▁behind
+- ▁road
+- ▁realize
+- ▁particular
+- ▁brought
+- ▁speak
+- ▁fighting
+- ▁junior
+- ▁lower
+- ▁fuck
+- ▁rock
+- ▁forget
+- ▁anymore
+- ▁sound
+- ▁says
+- espec
+- ▁major
+- ▁science
+- ▁early
+- ▁ran
+- ▁listen
+- ▁wait
+- f
+- ▁band
+- ▁sixty
+- ▁art
+- ▁comes
+- ▁months
+- ity
+- ▁office
+- ▁red
+- ▁am
+- ▁sports
+- ▁less
+- ▁fourteen
+- ▁push
+- ▁ninety
+- ▁deal
+- ▁chance
+- ▁phone
+- ▁police
+- ▁yet
+- ▁movies
+- ▁count
+- ▁cook
+- ▁service
+- ▁sixth
+- ▁main
+- ▁thinking
+- ▁problem
+- ▁figure
+- le
+- ▁clean
+- ting
+- ▁dance
+- ▁word
+- ▁center
+- us
+- ▁met
+- ers
+- ▁needed
+- ▁late
+- ▁became
+- ▁depend
+- ▁such
+- ▁eighty
+- ▁changed
+- ▁hate
+- ▁hurt
+- ment
+- ▁st
+- ▁drive
+- ▁stopped
+- ▁story
+- ▁brothers
+- ▁killed
+- ▁drugs
+- ▁hot
+- ▁hold
+- ▁past
+- ▁southeast
+- ▁mama
+- ▁picture
+- ver
+- ▁train
+- ▁niggas
+- ▁al
+- ▁sick
+- ▁mess
+- ▁ones
+- ▁reading
+- ▁social
+- ▁co
+- ▁ended
+- ▁die
+- ▁washington
+- ▁rope
+- ▁bought
+- ▁seventy
+- ▁classes
+- ▁flood
+- el
+- ▁virginia
+- an
+- ▁stick
+- ▁whoever
+- ▁graduated
+- ▁bed
+- able
+- am
+- ▁knock
+- ▁marbles
+- ▁seeing
+- ▁full
+- ▁scared
+- ▁field
+- ▁nin
+- ▁pull
+- ▁act
+- ▁fell
+- ▁difference
+- ▁bruh
+- ▁least
+- ▁mumb
+- ▁seem
+- ▁treat
+- ▁teach
+- ▁eleven
+- ▁rochester
+- ▁everyone
+- k
+- ▁paper
+- ▁mine
+- ▁state
+- ▁kill
+- ▁lost
+- ▁roll
+- ▁moving
+- ▁court
+- ▁face
+- ▁broke
+- ▁without
+- ▁sell
+- ▁nigga
+- ▁base
+- ▁sixteen
+- ▁short
+- ▁mad
+- ▁lunch
+- ▁write
+- ▁detroit
+- ▁study
+- ▁true
+- ▁exactly
+- ▁yourself
+- ▁carry
+- ▁miss
+- ▁cousin
+- ▁heart
+- it
+- ▁walked
+- ▁walking
+- ▁touch
+- ry
+- ▁weird
+- ▁free
+- ▁words
+- ▁light
+- ▁bar
+- ▁pass
+- ▁step
+- ▁playground
+- ▁interested
+- ▁none
+- ▁question
+- ▁song
+- ▁houses
+- ▁po
+- ▁sleep
+- ▁send
+- ▁trick
+- ra
+- ▁sing
+- ▁farm
+- ▁president
+- ▁whether
+- ▁consider
+- ▁piece
+- ▁men
+- ▁interesting
+- ▁wa
+- ▁truck
+- ▁month
+- ▁drink
+- ▁beautiful
+- ▁sign
+- ▁bridge
+- ▁woman
+- is
+- ▁oldest
+- ▁fucking
+- ce
+- ▁cat
+- ▁station
+- ▁bunch
+- ▁fall
+- ▁schools
+- ▁aunt
+- ation
+- w
+- ▁forgot
+- ▁dinner
+- ever
+- ▁floor
+- ▁mo
+- ▁rent
+- ▁straight
+- ▁dead
+- ▁fifth
+- ▁against
+- ▁fourth
+- sh
+- ter
+- ▁con
+- v
+- ▁fix
+- ▁dress
+- ▁weeks
+- ▁thirteen
+- ▁grandma
+- ▁tarboro
+- ▁damn
+- ▁named
+- ▁uncle
+- ▁happening
+- ▁plan
+- ▁safe
+- ▁birthday
+- ▁carolina
+- ▁public
+- ▁worry
+- ▁leader
+- ▁pre
+- ▁smart
+- ▁ring
+- ▁principal
+- ▁housing
+- ▁cross
+- ▁downtown
+- ▁track
+- ▁draw
+- ▁seek
+- ▁kick
+- ▁eyes
+- ▁circle
+- ▁quiet
+- ▁power
+- ▁country
+- ▁board
+- ▁must
+- ▁atlanta
+- ▁seventh
+- ▁hours
+- ▁situation
+- ▁books
+- ▁sisters
+- ▁everywhere
+- ▁nurse
+- ▁sunday
+- ▁answer
+- ▁rather
+- ▁ground
+- ▁families
+- ▁students
+- ▁eighth
+- ▁african
+- ▁hall
+- ▁yard
+- ▁case
+- ▁regular
+- ▁except
+- ▁culture
+- ▁chicken
+- ▁become
+- ▁projects
+- ▁check
+- ▁war
+- ▁happy
+- ▁period
+- ▁seventeen
+- ▁paid
+- ▁sir
+- ▁air
+- ▁minute
+- ▁hour
+- ▁american
+- ▁grow
+- ▁box
+- ▁unless
+- ▁table
+- ▁hill
+- ▁singing
+- ive
+- ▁idea
+- ▁toward
+- ness
+- ▁eighteen
+- ▁afford
+- ▁giving
+- ▁color
+- ten
+- ▁fella
+- ily
+- ▁space
+- ▁degree
+- ▁poor
+- ▁fine
+- ▁save
+- ▁drug
+- rew
+- ▁wear
+- ▁picked
+- ▁win
+- ▁enjoy
+- ▁ch
+- ie
+- ▁law
+- ▁large
+- ▁lock
+- ▁literally
+- ▁private
+- ▁spanish
+- ▁body
+- ▁river
+- ▁feeling
+- il
+- ▁desk
+- ▁brown
+- ▁excuse
+- ▁georgia
+- ▁level
+- ▁market
+- ▁sent
+- ▁yo
+- ▁system
+- ▁gun
+- ▁visit
+- land
+- ▁fast
+- ▁potato
+- ▁rough
+- ▁blood
+- ▁built
+- ne
+- ▁record
+- ate
+- ▁lose
+- ▁fair
+- ful
+- ▁dancing
+- ▁involve
+- ▁northeast
+- ▁senior
+- ▁classroom
+- ▁near
+- ▁order
+- ▁severa
+- ▁minutes
+- ▁force
+- ▁race
+- x
+- ▁spend
+- ▁general
+- stead
+- ▁biggest
+- ▁bigger
+- ▁blue
+- ▁theater
+- ▁pool
+- ▁attention
+- ▁parties
+- ▁taken
+- ent
+- um
+- ▁fellas
+- ▁evening
+- man
+- ▁forth
+- ▁weekend
+- ▁low
+- ▁friday
+- ▁government
+- ▁interview
+- ▁television
+- ▁foot
+- ▁gym
+- ▁post
+- ▁finished
+- ▁wh
+- ▁player
+- ▁hands
+- ty
+- ▁streets
+- ▁holler
+- ▁finish
+- ▁special
+- ▁test
+- ▁lives
+- ▁cars
+- ▁dark
+- ▁follow
+- ▁glad
+- ▁women
+- ▁spot
+- son
+- ▁shoes
+- ul
+- se
+- ▁drop
+- ▁dogs
+- ▁helped
+- ▁thank
+- ▁pictures
+- ▁camp
+- ▁department
+- ▁eventually
+- ▁florida
+- ▁french
+- ▁lord
+- ▁respect
+- ▁sense
+- ▁hope
+- ▁wall
+- ▁hi
+- ▁often
+- ▁li
+- ▁dude
+- ▁bike
+- ▁coach
+- ▁develop
+- ▁single
+- ▁awhile
+- ▁green
+- ous
+- ▁lay
+- ▁star
+- ▁learning
+- ton
+- ▁la
+- ▁bro
+- ▁wood
+- ▁bag
+- ▁recall
+- ▁tight
+- ▁homework
+- ▁allowed
+- ▁meeting
+- ▁hanging
+- ▁travel
+- ▁build
+- ▁fish
+- ▁shop
+- ▁hop
+- ▁northwest
+- ▁further
+- ▁important
+- ▁beginning
+- ▁issue
+- ▁reach
+- ▁position
+- ▁cent
+- ▁necessar
+- ▁income
+- ▁hood
+- ▁colored
+- ▁ba
+- ▁teaching
+- ge
+- ▁calling
+- ▁soon
+- age
+- ▁dis
+- ▁grand
+- ▁valdosta
+- ▁extra
+- ▁square
+- ▁ahead
+- lo
+- ▁sorry
+- ▁de
+- ▁sad
+- ▁inside
+- ur
+- ▁asking
+- ▁window
+- ▁student
+- ▁john
+- ▁afraid
+- ▁arithmetic
+- ▁relationship
+- ▁themselves
+- ▁wow
+- ▁unit
+- ▁opportunity
+- ▁county
+- ▁hell
+- ▁standing
+- ▁mu
+- ally
+- ▁fights
+- ▁girlfriend
+- ▁anywhere
+- ▁company
+- ▁stories
+- ▁bathroom
+- ▁swimming
+- ▁bedroom
+- ▁explain
+- ▁parent
+- ▁bother
+- ▁cop
+- ▁chase
+- ▁looks
+- ▁pu
+- z
+- ▁programs
+- ▁alabama
+- ▁catholic
+- ▁michigan
+- ▁ooh
+- ▁military
+- ▁guard
+- ch
+- ▁round
+- ▁laugh
+- ▁cold
+- ▁mixed
+- ▁di
+- ▁tall
+- ▁ca
+- ▁king
+- ▁steps
+- ▁pro
+- side
+- ▁kitchen
+- ▁section
+- ▁easy
+- ▁georgetown
+- ▁jail
+- ▁plus
+- ▁daddy
+- ▁boat
+- ▁tired
+- ▁gang
+- ▁gold
+- ia
+- ▁enjoyed
+- ▁training
+- ▁seat
+- ▁folks
+- ▁ho
+- ▁shooting
+- id
+- ▁states
+- ▁graduate
+- ▁serious
+- though
+- ▁quarter
+- ▁halloween
+- ▁shirt
+- ▁dream
+- ▁radio
+- ▁blow
+- ▁anyone
+- ▁army
+- ▁rap
+- ▁tenth
+- ▁nope
+- ▁dollar
+- ▁grown
+- ▁dumb
+- ▁goal
+- ▁waiting
+- ▁accident
+- ▁brooklyn
+- ▁death
+- ▁wrote
+- ▁backyard
+- ▁sweet
+- ▁deep
+- ▁candy
+- ▁chuck
+- ▁works
+- ▁instance
+- ▁riding
+- ▁spelling
+- ▁neighborhoods
+- ▁shows
+- ish
+- ▁wants
+- ▁songs
+- ial
+- ▁amount
+- ▁bottle
+- ▁computer
+- ▁popular
+- ▁recreation
+- ▁yesterday
+- ▁bank
+- ▁season
+- ▁sub
+- ▁spen
+- ▁seems
+- ▁language
+- ▁chair
+- op
+- ▁eye
+- ▁marble
+- ▁card
+- ▁parts
+- te
+- ▁grades
+- ▁neighbors
+- ▁ne
+- ▁mix
+- ▁german
+- ▁negro
+- ▁california
+- ▁driving
+- ▁grandfather
+- ▁jefferson
+- ▁tough
+- ▁mouth
+- ▁completely
+- ▁quit
+- ▁pin
+- ▁support
+- ▁buildings
+- ▁sat
+- ▁ah
+- tion
+- ▁miles
+- ▁areas
+- ▁pet
+- ▁jobs
+- ant
+- ▁bell
+- ▁possibl
+- ▁bicycle
+- ▁boyfriend
+- ▁kickball
+- ▁mississippi
+- ▁original
+- ▁strict
+- ▁snow
+- ▁winter
+- ▁development
+- ▁campus
+- ▁honestly
+- ▁wake
+- ▁worse
+- ▁crowd
+- ance
+- ine
+- ▁saturday
+- ▁restaurant
+- ▁happens
+- ▁paint
+- ▁knowing
+- ▁offer
+- ist
+- ▁allow
+- ▁date
+- ▁appreciate
+- ▁baltimore
+- ▁changing
+- ▁focus
+- ▁individual
+- ▁video
+- ▁hung
+- ▁please
+- ▁control
+- ▁wild
+- ▁porch
+- ▁rode
+- ▁southern
+- ▁trailer
+- li
+- ▁bone
+- ▁pe
+- ▁com
+- ▁studie
+- ▁pulled
+- ▁killing
+- rs
+- ▁joint
+- ac
+- ▁fit
+- ▁bear
+- ▁tha
+- ▁uncles
+- ▁gas
+- ▁mi
+- ▁trees
+- ▁watched
+- ▁spell
+- ▁easter
+- ought
+- ▁advantage
+- ▁grandparents
+- ▁process
+- ▁tobacco
+- ▁twelfth
+- ▁volunteer
+- ▁twice
+- ▁wedding
+- ▁yell
+- ▁ex
+- ▁youngest
+- ▁land
+- ▁crying
+- ▁pa
+- ▁problems
+- up
+- ▁add
+- ▁fly
+- ▁subject
+- ▁dropp
+- at
+- ▁opened
+- ▁blocks
+- ▁trips
+- ▁health
+- ▁honest
+- ▁strong
+- ian
+- ▁slow
+- ▁mistake
+- ▁nowhere
+- ▁pardon
+- ▁super
+- ▁crack
+- ▁attack
+- ▁smoke
+- ▁stuck
+- ▁rich
+- ▁bill
+- ▁los
+- ▁x
+- ▁ro
+- ▁bi
+- ▁leg
+- ▁situations
+- ▁isn
+- co
+- ▁names
+- ▁cousins
+- ▁sp
+- ▁quick
+- ▁choose
+- ville
+- ▁garbage
+- ▁monday
+- ▁organization
+- ▁pregnant
+- ▁stupid
+- ▁james
+- ▁average
+- ▁university
+- ▁report
+- ▁shut
+- ▁million
+- ▁july
+- ▁totally
+- ▁ra
+- ▁records
+- ▁trip
+- ▁form
+- ▁mile
+- ▁z
+- ▁present
+- nning
+- na
+- ▁aunts
+- ated
+- ▁questions
+- ▁bars
+- ▁separate
+- chines
+- ▁apart
+- ▁wonder
+- ▁environment
+- ▁example
+- ▁knowledge
+- ▁positive
+- ▁accent
+- ▁chief
+- ▁master
+- ▁leaving
+- ▁truth
+- ▁woodward
+- ▁howard
+- ▁worst
+- ▁alley
+- ▁witch
+- ▁pop
+- ▁uptown
+- ▁retired
+- ▁agree
+- ta
+- ▁interest
+- ▁hardly
+- ▁bands
+- ▁kn
+- ▁speaking
+- ▁members
+- ling
+- ward
+- be
+- ▁wash
+- ▁helping
+- ▁wheel
+- ▁glass
+- ▁contact
+- ▁district
+- ▁license
+- ▁writing
+- ▁hopscotch
+- ▁martin
+- ▁poetry
+- ▁obviously
+- ▁bible
+- ▁manager
+- ▁moment
+- ▁concerned
+- ▁closer
+- ▁woods
+- ▁hollering
+- ▁dressed
+- ny
+- ▁mall
+- ca
+- ▁holidays
+- ral
+- ▁mark
+- ▁neighbor
+- ▁ideas
+- ▁ha
+- ▁fi
+- ▁burn
+- go
+- ities
+- ▁tr
+- ▁hip
+- ▁lights
+- ▁fan
+- ▁si
+- ▁pray
+- ▁restaurants
+- ▁per
+- ▁create
+- ▁cap
+- ▁bottom
+- ▁cheese
+- ▁childhood
+- ▁joke
+- ▁lebron
+- ▁opinion
+- ▁somehow
+- ▁specific
+- ▁hook
+- ▁common
+- ▁choice
+- ▁sudden
+- ▁arm
+- ▁sixties
+- ▁charge
+- ▁basement
+- ▁boss
+- ▁hole
+- ▁normally
+- ▁handle
+- ▁herself
+- ▁cost
+- ▁businesses
+- ▁press
+- ▁prepared
+- ▁er
+- ▁fam
+- ▁traveling
+- ut
+- red
+- ▁drinking
+- ▁listening
+- ▁horse
+- ▁project
+- ▁cases
+- ug
+- ▁su
+- ▁jumping
+- ▁en
+- ▁pain
+- ▁share
+- ▁closed
+- col
+- ▁ju
+- ▁steal
+- ▁notice
+- ▁contract
+- ��amazing
+- ▁associate
+- ▁everyday
+- ▁imagine
+- ▁influence
+- ▁neck
+- ▁negative
+- ▁upstairs
+- ▁voice
+- ▁brand
+- ▁bond
+- ▁memories
+- ▁comfortable
+- ▁fence
+- ▁trust
+- ▁lead
+- ▁loud
+- ight
+- ▁mission
+- ▁cover
+- ▁seriously
+- ▁sand
+- ▁using
+- ▁rare
+- ▁pie
+- ▁upper
+- ▁stores
+- ▁noticed
+- ee
+- ▁cooking
+- ab
+- ke
+- ep
+- ▁groups
+- ▁teams
+- ▁apartments
+- ▁celebrate
+- ▁aid
+- ▁owned
+- he
+- ▁bust
+- ▁expect
+- ▁mount
+- ▁semester
+- ▁southwest
+- ▁struggle
+- ▁tomorrow
+- ▁wednesday
+- ▁natural
+- ▁ourselves
+- ▁constant
+- ▁fear
+- ▁successful
+- ▁switch
+- ▁seventies
+- ▁fail
+- ▁bob
+- ▁grass
+- ▁chose
+- ▁hisself
+- ▁assistan
+- ▁feed
+- ▁cake
+- ake
+- ▁bat
+- ▁mayor
+- ▁mainly
+- ▁smaller
+- ▁bitch
+- ▁practice
+- ▁fixed
+- ▁wind
+- ▁sa
+- ▁planet
+- ▁guns
+- ▁higher
+- ▁se
+- ▁shoulder
+- ▁bomb
+- ▁conversation
+- ized
+- ▁bla
+- ▁hat
+- to
+- ▁ate
+- ▁ri
+- ▁bowl
+- ▁raise
+- ▁normal
+- ▁stoo
+- ▁connect
+- ▁attitude
+- ▁capitol
+- ▁clyde
+- ▁harlem
+- ▁kindergarten
+- ▁pocket
+- ▁drove
+- ▁surprise
+- ▁future
+- ▁basic
+- ▁brain
+- ▁percent
+- ▁saint
+- ▁wonderful
+- ▁marry
+- ▁begin
+- ▁eleventh
+- ▁rid
+- ▁twin
+- ▁machine
+- ▁sil
+- ▁canno
+- ▁career
+- ▁manage
+- ▁wo
+- ain
+- way
+- ▁numbers
+- ▁gifts
+- ade
+- time
+- ▁el
+- ▁studies
+- ▁ship
+- ▁ge
+- ▁barbe
+- ▁teen
+- ▁spring
+- ▁applie
+- ▁bonnie
+- ▁continue
+- ▁december
+- ▁incident
+- ▁october
+- ▁oklahoma
+- ▁slang
+- ▁smoking
+- ▁vacation
+- ▁babies
+- ▁belong
+- ▁ugly
+- ▁grocer
+- ▁local
+- ▁absolutely
+- ▁march
+- ▁fool
+- ▁cur
+- ▁began
+- ▁eighties
+- ▁officer
+- ▁forward
+- ▁busy
+- ▁sold
+- ▁beside
+- ▁heights
+- ▁longer
+- ▁itself
+- ▁promot
+- ha
+- ▁cr
+- ▁dec
+- ▁gift
+- ▁rob
+- ▁carrie
+- ▁join
+- ▁cats
+- ▁pack
+- dom
+- ▁rec
+- ▁lake
+- ▁engine
+- ▁activit
+- ▁george
+- ▁awesome
+- ▁civil
+- ▁crime
+- ▁diverse
+- ▁generation
+- ▁jewish
+- ▁judge
+- ▁nephew
+- ▁perfect
+- ▁turkey
+- ▁afternoon
+- ▁noise
+- ▁woke
+- ▁correct
+- ▁spoke
+- ▁freeze
+- ▁national
+- ▁director
+- ▁dying
+- ▁upset
+- ▁wound
+- ▁invest
+- ▁alive
+- ▁self
+- ▁tear
+- ▁rose
+- ▁beach
+- nk
+- ▁particularly
+- ▁operate
+- ▁simple
+- ▁cha
+- ney
+- ▁forever
+- ▁players
+- ir
+- ▁desks
+- ▁based
+- ▁swings
+- ual
+- ▁owner
+- ary
+- ▁soul
+- ▁aren
+- ▁term
+- ▁terms
+- ▁sea
+- ▁clubs
+- ▁fist
+- pe
+- cue
+- ▁ways
+- ▁africa
+- ood
+- ▁fa
+- ▁boulevard
+- ▁chicago
+- ▁cleveland
+- ▁competition
+- ▁decision
+- ▁deliver
+- ▁museum
+- ▁peyton
+- ▁physical
+- ▁professor
+- ▁railroad
+- ▁scholarship
+- ▁spirit
+- ▁sugar
+- ▁entire
+- ▁cotton
+- ▁expensive
+- ▁lawyer
+- ▁village
+- ▁pipe
+- ▁neat
+- ▁truly
+- ▁huge
+- ▁blackboard
+- ▁earth
+- ▁background
+- ▁style
+- ▁memory
+- ▁attend
+- ▁chain
+- ▁larger
+- ▁lie
+- ▁shift
+- ley
+- ▁fishing
+- og
+- ▁char
+- ▁pi
+- ▁holding
+- ▁ward
+- ▁colors
+- ▁picking
+- ▁sta
+- ▁female
+- ▁slave
+- ▁jack
+- ▁member
+- ▁shoe
+- ▁lesson
+- ▁hearing
+- rry
+- ▁wi
+- ▁events
+- ▁sw
+- ▁size
+- ▁scar
+- ▁educate
+- ▁bu
+- ▁lin
+- ▁sticks
+- one
+- ▁swim
+- ▁dangerous
+- ▁mexican
+- ▁recently
+- ▁research
+- ▁security
+- ▁september
+- ▁staff
+- ▁thursday
+- ▁trash
+- ▁view
+- ▁april
+- ▁captain
+- ▁sneak
+- ▁orange
+- ▁double
+- ▁houston
+- ▁mcdonald
+- ▁youngster
+- ▁alone
+- ▁iron
+- ▁pants
+- ▁hotel
+- ▁aw
+- ▁canada
+- ▁himself
+- ▁suit
+- ▁spy
+- ▁generally
+- ▁informati
+- ▁hitting
+- ▁coat
+- ston
+- ▁joined
+- ▁wine
+- eddy
+- ▁personal
+- ▁harder
+- lic
+- ▁ja
+- ▁dealer
+- ▁fat
+- ▁likeded
+- ▁jacks
+- ▁adult
+- ▁sport
+- ma
+- ▁changes
+- ▁cute
+- ▁affect
+- tle
+- ▁nose
+- ▁pri
+- ▁chill
+- ▁opportunit
+- ▁chemistry
+- ▁difficult
+- ▁downstairs
+- ▁fountain
+- ▁gratiot
+- ▁january
+- ▁manhattan
+- ▁material
+- ▁november
+- ▁nowadays
+- ▁obama
+- ▁rhyme
+- ▁scene
+- ▁shepherd
+- ▁tarzan
+- ▁thanksgiving
+- ▁account
+- ▁blind
+- ▁orient
+- ▁invite
+- ▁bullet
+- ▁speed
+- ▁santa
+- ▁character
+- ▁bright
+- ▁bump
+- ▁trade
+- ▁nail
+- ▁vote
+- ▁sex
+- ▁punch
+- ▁direction
+- ▁birth
+- ▁enter
+- ▁western
+- ▁vers
+- ▁worth
+- ▁pitcher
+- ▁buck
+- ▁mention
+- ▁ab
+- ▁row
+- ▁path
+- ▁barber
+- ▁dang
+- ▁lucky
+- ▁scary
+- ▁possible
+- ▁due
+- ▁eh
+- ▁hiding
+- ▁driver
+- ▁credit
+- ▁wise
+- ▁fill
+- ▁ta
+- ▁cartoons
+- rch
+- ▁bikes
+- che
+- ▁pot
+- ▁comp
+- ▁turns
+- ber
+- ▁teenagers
+- ▁artists
+- oo
+- ▁ti
+- ▁inter
+- ▁skate
+- ▁odd
+- ▁beating
+- bo
+- ▁youth
+- ▁hu
+- ig
+- ▁le
+- ▁fields
+- ba
+- ▁accept
+- ▁concern
+- ▁gangs
+- ▁engineer
+- per
+- ▁corn
+- ▁clint
+- ▁occasion
+- ▁trump
+- ▁channel
+- ▁costume
+- ▁impossible
+- ▁library
+- ▁luke
+- ▁miami
+- ▁poitier
+- ▁reckon
+- ▁society
+- ▁tennessee
+- ▁dyke
+- ▁essence
+- ▁ridiculous
+- ▁cream
+- ▁scout
+- ▁nature
+- ▁protect
+- ▁expressway
+- ▁china
+- ▁unique
+- ▁operation
+- ▁occasionally
+- ▁grant
+- ▁exist
+- ▁partner
+- iff
+- ▁woodland
+- ▁customer
+- ▁shake
+- ▁vice
+- ▁quote
+- ▁stage
+- ▁shopping
+- ▁dirty
+- ▁preacher
+- ▁foundation
+- ▁highway
+- ▁blessing
+- ▁benefit
+- ▁adopted
+- ▁wings
+- ▁plane
+- ▁siblings
+- ▁inf
+- ▁separated
+- ▁pine
+- ▁cl
+- iz
+- ▁bo
+- ▁fo
+- ▁eve
+- ▁bath
+- 'no'
+- ▁pen
+- ▁americans
+- ▁pan
+- ▁br
+- ize
+- ice
+- spect
+- less
+- ▁par
+- ▁pat
+- ▁serve
+- ory
+- ▁doll
+- ▁ev
+- ▁mar
+- ock
+- aid
+- ▁saturdays
+- ▁design
+- ▁slip
+- ▁spank
+- ▁hunt
+- ▁talent
+- ▁shock
+- ▁america
+- ▁indian
+- ▁represent
+- ▁key
+- ▁approach
+- ▁breakfast
+- ▁climb
+- ▁fashion
+- ▁garage
+- ▁geography
+- ▁ghetto
+- ▁household
+- ▁mirror
+- ▁monkey
+- ▁purple
+- ▁skating
+- ▁traffic
+- ▁volleyball
+- ▁suffer
+- ▁mouse
+- ▁violence
+- ▁exp
+- ▁opposite
+- ▁worrie
+- ▁string
+- ▁clinic
+- ▁search
+- ▁cell
+- ▁freshman
+- ▁mentality
+- ▁taste
+- ▁claus
+- ▁patty
+- ▁hallway
+- ▁among
+- ▁flu
+- ▁amaze
+- ▁eastwood
+- ▁message
+- ▁puppy
+- ▁port
+- ▁skill
+- ▁mason
+- ▁squad
+- ▁refuse
+- ▁usual
+- ther
+- ▁crew
+- ▁boom
+- ▁hunting
+- ▁excited
+- ▁prove
+- ▁robb
+- pair
+- ▁sc
+- ▁sel
+- ▁vi
+- ▁tape
+- ▁hollered
+- ▁identi
+- ▁prom
+- ▁missed
+- ▁tend
+- ▁cleaning
+- ▁nights
+- ▁doors
+- ▁dolls
+- ▁sock
+- ▁meaning
+- wel
+- ▁brick
+- line
+- ▁na
+- als
+- ▁propert
+- ure
+- ▁junk
+- ▁tea
+- ▁beer
+- rick
+- ▁complain
+- ▁plant
+- ▁gra
+- ▁ear
+- ink
+- ▁rain
+- ▁exact
+- ▁trap
+- ▁perform
+- ▁august
+- ▁basket
+- ▁counselor
+- ▁devil
+- ▁exposed
+- ▁extreme
+- ▁flag
+- ▁frighten
+- ▁hispanic
+- ▁jersey
+- ▁knife
+- ▁mkay
+- ▁polish
+- ▁purpose
+- ▁shadow
+- ▁sidewalk
+- ▁somewhat
+- ▁speech
+- ▁stomach
+- ▁claim
+- ▁fault
+- ▁piano
+- ▁concept
+- ▁nasty
+- ▁proud
+- ▁angry
+- ▁model
+- ▁shape
+- ▁tennis
+- ▁league
+- ▁load
+- ▁duke
+- ▁suburban
+- ▁patrol
+- ▁tackle
+- ▁planning
+- ▁mister
+- ▁labor
+- ▁management
+- ▁comedy
+- ▁unfortunately
+- ▁mail
+- ▁dig
+- erto
+- ▁action
+- ▁slide
+- ▁personally
+- ▁sheet
+- ▁wire
+- ▁van
+- ▁wiz
+- ▁ph
+- by
+- ▁lockers
+- ▁bothered
+- ▁singer
+- ▁rules
+- ▁initial
+- ▁limit
+- ▁den
+- ▁sam
+- ▁island
+- ▁drawing
+- ▁weekends
+- ▁lo
+- fa
+- ▁arts
+- ▁hurting
+- ▁fucked
+- ▁sounds
+- ow
+- ▁eating
+- ▁artist
+- ▁opening
+- aking
+- ▁bur
+- ▁dope
+- ▁notes
+- ▁drum
+- ▁frie
+- ▁tie
+- ▁news
+- ▁qu
+- ng
+- ▁legal
+- ▁subjects
+- ai
+- ▁papers
+- ious
+- ack
+- ▁complete
+- mar
+- ▁flow
+- ▁luck
+- ▁impress
+- ▁progress
+- urban
+- ▁academic
+- ▁algebra
+- ▁apply
+- ▁bacon
+- ▁baptist
+- ▁belief
+- ▁bounce
+- ▁chrysler
+- ▁congress
+- ▁dominican
+- ▁edgecombe
+- ▁foreign
+- ▁fortunate
+- ▁graduating
+- ▁jealous
+- ▁jordan
+- ▁murder
+- ▁nervous
+- ▁pennsylvania
+- ▁pillow
+- ▁teeth
+- ▁automatic
+- ▁chris
+- ▁honor
+- ▁extent
+- ▁thief
+- ▁apple
+- ▁choir
+- ▁secretary
+- ▁above
+- ▁earlier
+- ▁distance
+- ▁whatnot
+- plenty
+- ▁human
+- ▁brush
+- ▁suitland
+- ▁friendship
+- ▁price
+- ▁freeway
+- ▁coff
+- ▁betty
+- ▁terrible
+- ▁defense
+- ▁throughout
+- ▁penny
+- ▁hog
+- ▁battle
+- ▁blessed
+- ▁grave
+- ative
+- ef
+- ▁buses
+- ▁faster
+- ▁film
+- ▁lee
+- ▁whooping
+- ▁accepted
+- au
+- ▁camera
+- ▁ki
+- ▁letter
+- ▁theyself
+- ▁laughing
+- ▁bush
+- ▁dudes
+- ▁residents
+- ▁lad
+- ld
+- ▁checked
+- ▁kicking
+- iv
+- ▁animals
+- ▁counting
+- ▁prior
+- cent
+- ▁fries
+- ▁drama
+- ▁gen
+- ▁slaves
+- ▁gu
+- ▁courses
+- ▁jon
+- ▁bare
+- ▁folk
+- ▁swing
+- ▁op
+- ense
+- ▁lit
+- ▁mini
+- gle
+- ▁skin
+- ▁bru
+- ▁decorate
+- fore
+- ▁stole
+- ▁tire
+- ▁whoop
+- ▁alcohol
+- ▁effect
+- ▁stress
+- ▁fresh
+- ▁grab
+- ▁faith
+- ▁clear
+- ▁determine
+- ▁doubt
+- ▁easier
+- ▁fruit
+- ▁hurricane
+- ▁introduce
+- ▁landlord
+- ▁liquor
+- ▁location
+- ▁motherfucker
+- ▁pleasant
+- ▁racist
+- ▁religion
+- ▁rican
+- ▁similar
+- ▁asthma
+- ▁easily
+- ▁heavy
+- ▁telephone
+- ▁split
+- ▁realizing
+- ▁risk
+- ▁salon
+- ▁sky
+- ▁transition
+- ▁provide
+- ▁regardless
+- ▁boston
+- ▁pills
+- ▁giant
+- ▁nineties
+- ▁mike
+- ▁stock
+- ▁settlement
+- ▁zone
+- ▁june
+- ▁freedom
+- ▁personality
+- ▁fellow
+- ▁settle
+- ▁compar
+- ▁racial
+- ▁federa
+- ▁steven
+- ▁pitt
+- ▁sang
+- ▁careful
+- ▁wade
+- ▁coal
+- ▁fifteenth
+- ▁becoming
+- ▁hired
+- ▁windows
+- ture
+- ▁raining
+- ▁moe
+- ▁dances
+- ▁curse
+- ▁mc
+- ▁shower
+- ▁weak
+- ▁boot
+- ▁traveled
+- ▁ram
+- ▁meat
+- ▁visiting
+- ▁tests
+- ▁queen
+- ▁stepp
+- ▁spin
+- ▁aspect
+- ▁du
+- ▁feelings
+- ference
+- ▁mis
+- ▁weight
+- ical
+- ▁active
+- ▁ignore
+- ▁mass
+- ▁ob
+- ▁starts
+- ▁teenager
+- ▁prefer
+- ▁dr
+- ▁trucks
+- ▁egg
+- ▁nun
+- ied
+- ▁weigh
+- idney
+- ▁pets
+- rk
+- ▁daughters
+- ▁cards
+- ▁excit
+- ▁condition
+- ▁whip
+- ▁needs
+- ▁flip
+- ▁relate
+- ▁strange
+- ford
+- ▁financial
+- uff
+- ▁require
+- ▁prince
+- ▁borough
+- ▁buffalo
+- ▁capital
+- ▁discipline
+- ▁embarrass
+- ▁equip
+- ▁habit
+- ▁impact
+- ▁ocean
+- ▁orleans
+- ▁perspective
+- ▁politics
+- ▁racism
+- ▁scratch
+- ▁segregated
+- ▁spoiled
+- ▁terrace
+- ▁typing
+- ▁asleep
+- ▁frank
+- ▁clown
+- ▁furniture
+- ▁navy
+- ▁pronounce
+- ▁relax
+- ▁mindset
+- ▁conscious
+- ▁crystal
+- ▁qualit
+- ▁coast
+- ▁yellow
+- ▁calm
+- ▁phil
+- ▁foods
+- ▁loan
+- ▁hoop
+- ▁breed
+- ▁decent
+- ▁thankful
+- ▁factory
+- ▁currently
+- ▁salt
+- ▁fireman
+- ▁sale
+- ▁plain
+- ▁pole
+- ▁girlfriends
+- ▁soda
+- ▁trains
+- ▁movement
+- ▁bread
+- ▁robin
+- ▁male
+- ▁list
+- nches
+- ▁eli
+- ▁runs
+- ool
+- ▁cry
+- ▁shocked
+- ▁rus
+- old
+- ▁beef
+- ▁longest
+- ▁related
+- ▁bowling
+- ▁underst
+- ▁shoppe
+- ▁mon
+- ▁survive
+- ole
+- ▁tied
+- ▁bron
+- ▁stone
+- ▁sons
+- ▁condos
+- gue
+- ▁gay
+- ▁para
+- ▁minor
+- rit
+- ▁barn
+- aving
+- ▁event
+- ▁bite
+- ▁toys
+- ern
+- ▁tw
+- ▁understanding
+- ▁females
+- rie
+- ▁catching
+- ▁differently
+- ▁assume
+- ▁bl
+- ngle
+- ▁needle
+- king
+- ang
+- dale
+- and
+- itch
+- ▁challenge
+- ▁dime
+- ▁animal
+- ▁holiday
+- ▁tradition
+- ▁interests
+- ▁presents
+- ards
+- ▁wha
+- ▁wor
+- ating
+- ▁ken
+- ▁boo
+- ola
+- ▁lea
+- ▁opera
+- over
+- ▁rais
+- rate
+- ▁crank
+- ▁scream
+- ▁emp
+- ▁frog
+- ▁trail
+- ▁professional
+- ▁wide
+- ▁pig
+- ▁access
+- ▁advice
+- ▁airplane
+- ▁arrest
+- ▁burger
+- ▁diamond
+- ▁entertain
+- ▁february
+- ▁gentrification
+- ▁insurance
+- ▁kobe
+- ▁lieutenant
+- ▁livernois
+- ▁lodge
+- ▁medicine
+- ▁nursing
+- ▁rodney
+- ▁schedule
+- ▁softball
+- ▁struggling
+- ▁studio
+- ▁texas
+- ▁typical
+- ▁crash
+- ▁prevent
+- ▁minister
+- ▁smell
+- ▁concert
+- ▁address
+- ▁countries
+- ▁funeral
+- ▁technical
+- ▁dishes
+- ▁platters
+- ▁joe
+- ▁drunk
+- ▁edge
+- ▁branch
+- ▁strike
+- ▁deserv
+- ▁ambu
+- ▁cancer
+- ▁collect
+- ▁structure
+- ▁score
+- ▁twenties
+- ▁promise
+- ▁flat
+- ▁batman
+- ▁wagon
+- ▁slavery
+- ▁hungry
+- ▁indiana
+- ▁recognize
+- ▁clinton
+- ▁divide
+- ▁heroin
+- ▁forgotten
+- ▁directly
+- ▁dip
+- ▁affordable
+- ▁stack
+- ▁frozen
+- ▁standard
+- ▁discovered
+- ▁mommy
+- ▁barry
+- ▁sew
+- ▁kiss
+- ▁franc
+- ▁ourself
+- ▁suck
+- ▁organized
+- ▁belt
+- ▁dresses
+- ▁points
+- ▁random
+- ▁pastor
+- ▁code
+- ▁ice
+- ▁shine
+- ▁screaming
+- ▁gree
+- ▁nerves
+- sell
+- ▁lease
+- ▁sun
+- ▁asian
+- ▁gum
+- ▁accus
+- ▁created
+- ▁cowboys
+- ▁whipp
+- bie
+- ▁rate
+- ▁pl
+- ▁relatives
+- ▁mont
+- ▁riots
+- ▁boxing
+- dden
+- ▁match
+- ▁rooms
+- ▁races
+- port
+- ▁knocking
+- ▁rat
+- ▁systems
+- ▁blame
+- istic
+- ▁adventure
+- ▁eggs
+- ▁gate
+- ▁dri
+- ▁rocks
+- ▁workers
+- ▁bricks
+- ▁val
+- ▁bow
+- self
+- ▁adults
+- ple
+- ▁yards
+- ite
+- ▁nu
+- enie
+- j
+- cy
+- ▁plate
+- ▁donate
+- lan
+- ▁cla
+- ▁moms
+- ▁mechanic
+- emer
+- ▁chairs
+- ung
+- form
+- work
+- board
+- house
+- style
+- ▁commission
+- ▁express
+- ▁communicat
+- ▁famili
+- ▁comfort
+- ▁punish
+- ▁secret
+- ▁regard
+- ▁elect
+- ▁citizen
+- ▁multipl
+- ▁peace
+- ▁regret
+- ▁author
+- ▁caucasian
+- ▁ceiling
+- ▁chalk
+- ▁combination
+- ▁commercial
+- ▁crazi
+- ▁cruise
+- ▁desert
+- ▁destroy
+- ▁detail
+- ▁division
+- ▁exercise
+- ▁frustrat
+- ▁garden
+- ▁geechee
+- ▁ghost
+- ▁illegal
+- ▁independent
+- ▁jamaica
+- ▁jazz
+- ▁minnesota
+- ▁motorcycle
+- ▁niece
+- ▁norfolk
+- ▁pattern
+- ▁prejudice
+- ▁recommend
+- ▁reunion
+- ▁reverend
+- ▁routine
+- ▁smooth
+- ▁soccer
+- ▁thick
+- ▁thirties
+- ▁uniform
+- ▁vietnam
+- ▁walmart
+- ▁whistle
+- ▁aware
+- ▁steam
+- ▁granddaddy
+- ▁result
+- ▁creative
+- ▁foster
+- ▁kay
+- ▁dozen
+- ▁heck
+- ▁shelter
+- ▁value
+- ▁motor
+- ▁boring
+- ▁louis
+- ingham
+- ▁horrible
+- ▁cried
+- ▁latin
+- ▁sentence
+- ▁pressure
+- ▁balance
+- ▁argument
+- ▁david
+- ▁administration
+- ▁subway
+- ▁festival
+- ▁tonight
+- ▁awful
+- ▁wealth
+- uther
+- ▁grabb
+- ▁expression
+- ▁equal
+- ▁stereotype
+- hur
+- ▁illness
+- ckey
+- ▁anti
+- ▁version
+- ▁official
+- ▁lack
+- ▁dorm
+- ▁policeman
+- ▁funnie
+- ▁loo
+- ▁chest
+- ▁kat
+- ium
+- ▁saving
+- ▁stable
+- ▁homeless
+- ▁actor
+- ▁lean
+- ternal
+- ▁mary
+- ▁churches
+- ggy
+- ▁received
+- ▁lately
+- ▁chilling
+- ▁tar
+- ▁clock
+- ped
+- ▁burned
+- ▁stealing
+- ▁hid
+- ▁praying
+- ▁worker
+- ▁pla
+- evin
+- ▁ability
+- vis
+- ak
+- ▁mid
+- ▁skinn
+- ▁calls
+- ▁roller
+- ▁proper
+- ▁lik
+- ▁kent
+- ach
+- ▁sleeping
+- ▁fingers
+- ▁flooded
+- ▁lunching
+- ▁treating
+- ▁cooked
+- ▁practical
+- berr
+- ▁oppos
+- dical
+- ph
+- ▁skates
+- ▁odds
+- ▁lessons
+- nny
+- ▁ap
+- ivid
+- ▁conversations
+- ▁cho
+- lif
+- ▁floors
+- my
+- ▁af
+- ▁marks
+- ▁tu
+- the
+- ▁bess
+- ong
+- ▁fl
+- ▁finger
+- ile
+- ▁legs
+- ▁gi
+- ition
+- ▁blam
+- ify
+- ▁refer
+- ▁gr
+- ▁languages
+- out
+- ox
+- ▁skip
+- donald
+- ▁preach
+- ▁retire
+- ▁receive
+- ▁flo
+- ▁adopt
+- ▁fuss
+- ▁boats
+- ome
+- ▁bir
+- ▁dirt
+- wood
+- ▁unfortunate
+- food
+- ▁actual
+- ▁discuss
+- ▁product
+- ological
+- ▁poet
+- ▁roof
+- ▁according
+- ▁automobile
+- ▁bleach
+- ▁championship
+- ▁cognac
+- ▁committee
+- ▁dynamic
+- ▁experiment
+- ▁galleries
+- ▁graduation
+- ▁guarantee
+- ▁hollywood
+- ▁hustling
+- ▁lazy
+- ▁marijuana
+- ▁marriage
+- ▁monument
+- ▁mortuary
+- ▁participate
+- ▁pleasure
+- ▁plumbing
+- ▁predominant
+- ▁purchase
+- ▁redskins
+- ▁religious
+- ▁resources
+- ▁responsibility
+- ▁rhythm
+- ▁rifle
+- ▁sandwich
+- ▁seesaw
+- ▁select
+- ▁spread
+- ▁stanton
+- ▁steak
+- ▁stepfather
+- ▁strength
+- ▁stroke
+- ▁technology
+- ▁tuesday
+- ▁whisper
+- ▁wilson
+- ▁adjust
+- ▁finals
+- ▁instill
+- ▁jean
+- ▁phase
+- ometry
+- ▁alike
+- ▁welcome
+- ▁admit
+- ▁grill
+- ▁maintain
+- ▁daycare
+- ▁smack
+- ▁stove
+- ▁engage
+- ▁biology
+- ▁detective
+- ▁ohio
+- ▁trumpet
+- ▁tagged
+- ▁valley
+- ▁title
+- ▁landover
+- ▁vibe
+- ▁cord
+- ▁zoo
+- ▁label
+- ▁pond
+- ▁smith
+- ▁screw
+- ▁backwards
+- ▁package
+- ▁prison
+- ▁pump
+- ▁groom
+- ▁rise
+- arious
+- ▁oak
+- ▁surge
+- ▁summertime
+- ▁ordina
+- ▁reward
+- ▁safety
+- ▁connection
+- ▁negroes
+- ▁straighten
+- gie
+- ▁excelle
+- ▁soft
+- ▁slight
+- lance
+- ▁bull
+- ▁thirteenth
+- ▁mott
+- ▁steph
+- lies
+- ▁rep
+- lew
+- ▁curve
+- ▁nineteenth
+- jo
+- ▁wayne
+- ▁gram
+- ▁chi
+- ▁coin
+- ▁catcher
+- ▁der
+- ▁friendly
+- ▁musical
+- ▁certainly
+- cle
+- erry
+- ▁thanks
+- ▁cigarettes
+- ▁roots
+- ▁knees
+- ▁pum
+- ▁soldiers
+- ▁cab
+- ency
+- ▁ease
+- gan
+- ▁warm
+- ▁bas
+- ▁rats
+- ue
+- ▁fed
+- low
+- pping
+- ▁drums
+- ▁trie
+- uch
+- mage
+- ▁shipp
+- ▁encourage
+- ▁tri
+- ▁includ
+- ze
+- ddle
+- ▁ye
+- ▁stra
+- ▁bombs
+- ja
+- ▁ni
+- que
+- ancy
+- ▁horses
+- ▁chip
+- ▁fans
+- ▁gene
+- ▁pumpkin
+- ▁soldier
+- ▁sher
+- ▁sch
+- ship
+- ▁tip
+- mates
+- ocker
+- town
+- uck
+- ound
+- ▁wrap
+- ▁prepare
+- ese
+- ▁bark
+- ▁direct
+- ▁memor
+- quote
+- gun
+- ▁immediate
+- back
+- ▁profession
+- iversity
+- ▁poison
+- ▁trans
+- ▁audi
+- ▁psych
+- ▁client
+- ▁rebuil
+- ▁remind
+- ▁suggest
+- ▁sweep
+- ▁thumb
+- osphere
+- ▁alexandria
+- ▁avoid
+- ▁brenda
+- ▁buddy
+- ▁charlotte
+- ▁columbia
+- ▁creek
+- ▁cultural
+- ▁display
+- ▁elevator
+- ▁industry
+- ▁instructor
+- ▁intelligen
+- ▁juvenile
+- ▁ketchup
+- ▁kodak
+- ▁outdoor
+- ▁patience
+- ▁picnic
+- ▁pizza
+- ▁raleigh
+- ▁response
+- ▁responsible
+- ▁senator
+- ▁slick
+- ▁spike
+- ▁stadium
+- ▁suspended
+- ▁temperature
+- ▁throat
+- ▁uncomfortable
+- ▁williams
+- ▁christian
+- ▁cuz
+- ▁dutch
+- ▁screen
+- ▁target
+- ▁mischie
+- ▁click
+- ▁milk
+- ▁ticket
+- ▁congos
+- ▁psychology
+- ▁slept
+- ▁steer
+- ▁convey
+- ▁youtube
+- ▁allison
+- ▁italian
+- ▁ignorant
+- prise
+- ▁bucket
+- ▁mask
+- ▁royal
+- ▁chili
+- ▁palm
+- ▁groovers
+- ▁attach
+- ▁loyalty
+- ▁profit
+- ▁wallach
+- ▁blank
+- ▁option
+- ▁castle
+- ▁rapper
+- ▁selfish
+- ▁winning
+- ▁jacket
+- ▁requirement
+- ▁moder
+- ▁charter
+- ▁loner
+- ▁scooter
+- ▁paw
+- ▁marine
+- ▁hopeful
+- ▁ruler
+- ▁cash
+- ▁toilet
+- lph
+- ▁mentally
+- ▁buff
+- ▁laur
+- ▁wooden
+- ▁tack
+- ▁salad
+- ▁anytime
+- ▁tenant
+- ▁slipping
+- ▁range
+- ▁stronger
+- ▁quickly
+- ▁host
+- ▁duck
+- ▁gary
+- ▁hello
+- ▁belle
+- ▁dating
+- ▁ray
+- ▁laker
+- ▁cranking
+- ▁earn
+- ▁limited
+- ���ham
+- ▁total
+- ▁melt
+- ▁hire
+- ▁relat
+- ▁peanuts
+- ▁dry
+- ah
+- ▁primar
+- opping
+- ▁economics
+- ▁farmer
+- vid
+- ▁mau
+- ▁gaine
+- ▁rabbits
+- ▁killer
+- ▁spending
+- ▁nap
+- ▁sum
+- ▁tooth
+- ▁pumpkins
+- either
+- ▁renting
+- ▁touched
+- ▁batt
+- ▁plates
+- burg
+- ▁clo
+- ▁boots
+- light
+- ▁wishing
+- imp
+- ▁walker
+- nner
+- ▁burnt
+- ▁headed
+- ▁include
+- ▁butter
+- ▁argu
+- ▁beg
+- ax
+- ▁educational
+- lee
+- ▁melo
+- umber
+- ▁tap
+- ▁snake
+- ▁cookie
+- ▁era
+- ▁cigarette
+- ▁root
+- ▁knee
+- ▁riot
+- ▁strip
+- ▁henr
+- ▁lov
+- coming
+- ▁mentor
+- ▁deb
+- ▁gather
+- ▁lil
+- chu
+- ▁prim
+- ▁definit
+- ▁mental
+- point
+- ▁cheap
+- ▁anim
+- ▁chick
+- rlington
+- rently
+- ▁favor
+- ▁command
+- ▁accomplish
+- ▁achieve
+- ▁advertis
+- ▁assign
+- ▁consult
+- ▁sharecropp
+- ▁anyhow
+- ▁appeal
+- ▁attorney
+- ▁banana
+- ▁behavior
+- ▁boulder
+- ▁bounty
+- ▁brief
+- ▁circumstance
+- ▁circus
+- ▁clerk
+- ▁confidence
+- ▁council
+- ▁cramp
+- ▁cruel
+- ▁delancey
+- ▁dodgeball
+- ▁energy
+- ▁essay
+- ▁flavor
+- ▁godmother
+- ▁grandchildren
+- ▁grandpa
+- ▁guidance
+- ▁guitar
+- ▁hamilton
+- ▁hawaii
+- ▁incredibl
+- ▁institution
+- ▁integrate
+- ▁kenilworth
+- ▁lafayette
+- ▁literature
+- ▁lobby
+- ▁louisiana
+- ▁mathematics
+- ▁mexico
+- ▁newspaper
+- ▁pencil
+- ▁perhaps
+- ▁philosophy
+- ▁pistol
+- ▁political
+- ▁return
+- ▁shook
+- ▁snowball
+- ▁swallow
+- ▁tequila
+- ▁thirtieth
+- ▁thomas
+- ▁transfer
+- ▁transportation
+- ▁vegas
+- ▁waldorf
+- ▁westbrook
+- ▁wishbone
+- ▁wrestling
+- ▁breathing
+- ▁discriminat
+- ▁glue
+- ▁injur
+- ▁micro
+- ▁orphan
+- ▁spill
+- ▁acqu
+- ▁braids
+- ▁earring
+- ▁emotional
+- ▁stamp
+- ▁durham
+- ▁object
+- ▁temper
+- ▁finance
+- ▁operator
+- ▁boundar
+- ▁lamp
+- ▁release
+- ▁snack
+- ▁minus
+- ▁text
+- ▁racing
+- ▁potential
+- ▁lick
+- ▁actress
+- ▁grits
+- ▁plumber
+- ▁servant
+- ▁series
+- ▁violent
+- ▁slim
+- ▁resent
+- ▁broadway
+- ▁appa
+- ▁communities
+- ▁winner
+- ▁consistent
+- ▁variety
+- ▁supervis
+- spel
+- ▁fond
+- ▁threaten
+- ▁performance
+- ▁media
+- ▁leadership
+- ▁mountain
+- ▁beyon
+- ▁bronx
+- ▁application
+- ▁interaction
+- ▁basis
+- ▁hatred
+- ▁magic
+- ▁custodian
+- ization
+- ▁vocal
+- ▁rubber
+- ▁abuse
+- ▁cuss
+- ▁hyp
+- ▁guest
+- rrow
+- ▁te
+- ▁frequently
+- ▁loop
+- ▁townhouse
+- ▁loose
+- ▁kite
+- ▁statue
+- ▁collar
+- ▁flew
+- ▁bang
+- ▁brit
+- destiny
+- ▁checkers
+- ▁financially
+- ▁treatment
+- ▁insist
+- ▁bully
+- ▁mice
+- ▁apes
+- ▁kitt
+- ▁lab
+- ▁stranger
+- ▁exception
+- ▁surrounding
+- ▁tube
+- ▁fake
+- ▁sung
+- ▁maid
+- ▁moon
+- ▁stepdad
+- ▁divorced
+- boo
+- ▁height
+- ▁link
+- ▁firm
+- ▁funk
+- ▁gee
+- ▁mop
+- tics
+- ▁bird
+- ▁germany
+- ▁epis
+- ▁troops
+- ssa
+- ▁conditioning
+- ▁swinging
+- ▁talented
+- ▁reality
+- ▁benches
+- ▁sally
+- ▁completed
+- ▁phd
+- ▁sur
+- ▁engineering
+- ▁recorder
+- ▁instruments
+- ▁cam
+- ▁pretend
+- ▁goodness
+- pulation
+- ▁skipp
+- ▁tub
+- ▁pounds
+- ▁washing
+- ▁thi
+- ▁patients
+- ▁heat
+- ▁peer
+- ▁torn
+- ▁shooter
+- ▁lawn
+- ▁penn
+- ▁enjoying
+- ▁snakes
+- ▁planne
+- ▁elderl
+- ▁wal
+- ctu
+- ix
+- reservation
+- ▁scot
+- lot
+- ▁celebrat
+- ▁mul
+- ▁argue
+- ▁improve
+- clined
+- ka
+- nce
+- ▁disc
+- ode
+- having
+- ence
+- ▁cau
+- active
+- ▁bal
+- ▁fu
+- ▁libera
+- ray
+- gic
+- ▁historic
+- gome
+- fic
+- privileged
+- ▁rabbit
+- ▁condo
+- ▁relative
+- ▁commun
+- ula
+- ▁bless
+- ▁slap
+- ▁receiv
+- ▁slid
+- ▁suppose
+- gua
+- ▁linc
+- ▁print
+- ▁crop
+- room
+- ▁photograph
+- ▁hustle
+- place
+- field
+- chair
+- ▁obvious
+- racial
+- ▁defens
+- ▁produce
+- ▁depress
+- ▁europe
+- ▁loyal
+- ▁tail
+- ▁consist
+- ▁fraternit
+- employed
+- ▁album
+- ▁anacostia
+- ▁bewitched
+- ▁candidate
+- ▁chapter
+- ▁competing
+- ▁confus
+- ▁connecticut
+- ▁convention
+- ▁convince
+- ▁corrupt
+- ▁disappoint
+- ▁dislike
+- ▁dummy
+- ▁elaborate
+- ▁enroll
+- ▁exhibit
+- ▁gallery
+- ▁grateful
+- ▁greensboro
+- ▁hazel
+- ▁illinois
+- ▁initiate
+- ▁insect
+- ▁joseph
+- ▁marlboro
+- ▁mattress
+- ▁memphis
+- ▁midnight
+- ▁motherfucking
+- ▁nurture
+- ▁otherwise
+- ▁petworth
+- ▁phrase
+- ▁physics
+- ▁plaza
+- ▁popeye
+- ▁relevant
+- ▁stabbed
+- ▁stretch
+- ▁teeter
+- ▁tomboy
+- ▁treasur
+- ▁wardrobe
+- ▁waterfront
+- ▁welfare
+- ▁annoy
+- ▁bulb
+- ▁cloud
+- ▁define
+- ▁heaven
+- ▁jesus
+- ▁previous
+- ▁slack
+- ▁suburbs
+- ▁ugh
+- ▁calcul
+- ▁clarinet
+- ▁cycle
+- ▁diabet
+- ▁lyric
+- ▁proceed
+- ▁region
+- ▁respond
+- ▁ruth
+- ▁stairs
+- ▁trauma
+- ▁freaking
+- ▁glove
+- ▁scale
+- ▁slam
+- ▁outfit
+- ▁skirt
+- ▁remain
+- ▁weather
+- ▁dominate
+- ▁jill
+- aq
+- ▁brad
+- ▁scienti
+- cule
+- ▁content
+- ▁recess
+- ▁gentlem
+- ▁maurice
+- ▁linwood
+- ▁skateboard
+- ▁happiness
+- ▁soap
+- ▁alpha
+- ▁chess
+- ▁trapped
+- ▁displac
+- ▁shining
+- ▁sociology
+- ▁ventur
+- ▁jim
+- ▁twist
+- ▁closing
+- ▁taco
+- ▁educator
+- ▁addiction
+- ▁airport
+- ▁batteries
+- ritten
+- ▁descen
+- ▁honey
+- ▁cookout
+- ▁angeles
+- ▁leaf
+- ▁taxes
+- swag
+- ▁hobby
+- ▁davis
+- ▁curry
+- ▁rush
+- ▁publisher
+- ▁fitness
+- ▁assistance
+- ▁driveway
+- ▁coca
+- ▁battery
+- cop
+- ▁manner
+- ▁tension
+- ▁blend
+- ▁halfway
+- ▁outlet
+- ▁woo
+- ▁immediately
+- ▁minority
+- ▁durant
+- ▁agent
+- don
+- ▁jackson
+- ▁fox
+- ▁italy
+- ▁broad
+- ▁trial
+- ▁bleeding
+- ▁daylight
+- ▁tur
+- oline
+- ▁rice
+- ▁instan
+- ▁mort
+- ▁calv
+- ▁rug
+- ▁forties
+- ▁ethi
+- ▁captured
+- ▁setter
+- ▁ea
+- ▁wheeler
+- ▁silly
+- ▁sack
+- shame
+- aria
+- ▁cast
+- ▁chore
+- ▁oil
+- ▁printing
+- ▁activity
+- ▁holy
+- ▁darker
+- ▁bend
+- ▁preaching
+- ▁healthy
+- ▁smarter
+- ▁mill
+- ▁divin
+- ▁complaining
+- ▁fairy
+- ▁alternati
+- ▁metal
+- raft
+- vy
+- ette
+- ▁mario
+- rapping
+- ▁fade
+- ▁rank
+- ▁peo
+- ▁semi
+- mark
+- ▁esse
+- ▁washed
+- ▁wave
+- ▁bored
+- ▁painting
+- ▁junkie
+- ▁thug
+- ▁mal
+- ▁spec
+- ▁privilege
+- ▁shy
+- ▁fil
+- ▁ky
+- ▁evan
+- ▁motivate
+- ▁historical
+- ▁fare
+- ▁traditional
+- ically
+- rox
+- endo
+- pho
+- educ
+- ▁ster
+- ▁concentrate
+- ▁crap
+- ▁log
+- lash
+- gged
+- cked
+- ▁san
+- ▁constructi
+- done
+- ▁concentrat
+- ▁distribut
+- eased
+- ▁evacuate
+- ended
+- nct
+- cha
+- vous
+- gging
+- wer
+- ▁elder
+- ▁cure
+- umbling
+- ennie
+- ▁rule
+- ▁resident
+- ▁teache
+- bility
+- ▁surviv
+- ▁stri
+- ▁clap
+- ▁architect
+- ▁pete
+- ▁polic
+- ▁ou
+- ▁pinch
+- ▁brea
+- ▁divorce
+- rust
+- cal
+- ▁prepar
+- ▁assist
+- tention
+- ▁draft
+- ▁exce
+- ▁pupp
+- standing
+- stance
+- ▁excite
+- print
+- ▁current
+- ▁ski
+- ucky
+- more
+- ▁angel
+- ▁electric
+- ▁nick
+- ▁preci
+- ▁babysit
+- ▁varie
+- script
+- ▁clari
+- ograph
+- ▁recruit
+- ▁subtract
+- ▁advanc
+- ▁affluent
+- ▁article
+- ▁athletic
+- ▁available
+- ▁bachelor
+- ▁barbara
+- ▁bonanza
+- ▁bubble
+- ▁buddies
+- ▁cafeteria
+- ▁century
+- ▁chapel
+- ▁chemical
+- ▁complex
+- ▁convenience
+- ▁convenient
+- ▁culotte
+- ▁daniel
+- ▁dedicated
+- ▁delaware
+- ▁dialect
+- ▁disagree
+- ▁disrespect
+- ▁drown
+- ▁dupont
+- ▁eddie
+- ▁electronic
+- ▁encounter
+- ▁escape
+- ▁evolve
+- ▁explore
+- ▁fraction
+- ▁fulfill
+- ▁gemini
+- ▁goldsboro
+- ▁guide
+- ▁gunshots
+- ▁harbor
+- ▁horseshoe
+- ▁humboldt
+- ▁integration
+- ▁jehovah
+- ▁joking
+- ▁length
+- ▁located
+- ▁luxur
+- ▁madison
+- ▁magazine
+- ▁metropolitan
+- ▁milwaukee
+- ▁mobile
+- ▁panama
+- ▁parakeet
+- ▁petersburg
+- ▁preschool
+- ▁pupil
+- ▁puzzle
+- ▁register
+- ▁regulation
+- ▁relocat
+- ▁remove
+- ▁renew
+- ▁republic
+- ▁reputation
+- ▁skeleton
+- ▁spider
+- ▁swolle
+- ▁tremendous
+- ▁vague
+- ▁varsity
+- ▁veteran
+- ▁virus
+- ▁vodka
+- ▁weapon
+- ▁afro
+- ▁chew
+- ▁commute
+- ▁confine
+- ▁fiction
+- ▁ratchet
+- ▁commit
+- ▁estate
+- ▁wander
+- ▁permit
+- ▁route
+- ▁fifties
+- ▁tumor
+- ▁dawn
+- ▁decorations
+- ▁metro
+- ▁simon
+- ▁propos
+- ▁creep
+- ▁ruin
+- ratory
+- ▁initiati
+- ▁rescue
+- ▁playoffs
+- ▁caterer
+- ▁joy
+- ▁storm
+- ▁executive
+- ▁cheat
+- ▁pepper
+- lantern
+- ▁examin
+- ▁narrow
+- ▁springfield
+- ▁underneath
+- ▁lend
+- ▁dentistry
+- ▁recover
+- ▁refrigerator
+- ▁panther
+- ▁grape
+- ▁beauty
+- ▁resp
+- ▁valid
+- ▁parade
+- ▁filter
+- ▁electricity
+- ▁gown
+- ▁reaction
+- ▁advisor
+- ▁bronson
+- ▁rita
+- ▁stockings
+- ▁progressive
+- ▁retro
+- ▁damage
+- ▁candle
+- ▁ridge
+- ▁fif
+- ▁jaw
+- ▁tailor
+- ▁grandmama
+- ▁cali
+- ▁distan
+- ▁alcoholic
+- gency
+- ▁pension
+- ▁safeway
+- ▁mature
+- ▁cris
+- ▁hike
+- ▁raw
+- ▁repair
+- ▁producer
+- ▁definite
+- away
+- ▁johnson
+- ▁knit
+- ▁spit
+- ▁agreement
+- ▁impression
+- oons
+- ▁peg
+- ▁plug
+- ▁lane
+- ▁coop
+- atic
+- ▁auntie
+- arri
+- ▁burst
+- ▁hap
+- ▁owe
+- ▁roc
+- ▁adam
+- ▁pong
+- ▁prof
+- hilo
+- ▁glasses
+- ▁tax
+- ▁fold
+- ▁metha
+- ▁daily
+- ▁statement
+- ▁musician
+- ▁designer
+- ▁vine
+- ▁debate
+- ▁prep
+- ▁nets
+- arate
+- ▁chooser
+- ▁eighteenth
+- hole
+- ▁parkland
+- ▁billion
+- ▁dull
+- ▁bitter
+- ▁pep
+- ▁drafted
+- ▁gray
+- ▁slower
+- ▁helpful
+- ▁dice
+- ▁setting
+- ▁mentoring
+- ▁gathering
+- ▁norma
+- ▁psh
+- ▁scare
+- ▁barking
+- ▁fussing
+- eze
+- ament
+- ▁stolen
+- ▁gap
+- ▁regularly
+- aze
+- ▁ya
+- ▁flower
+- ▁fate
+- ▁spanking
+- ▁unity
+- ▁ideal
+- ▁beau
+- ▁closest
+- ▁hud
+- ▁eater
+- qualified
+- ▁prayer
+- ▁decorat
+- racks
+- lay
+- ▁flyer
+- ▁tripp
+- ▁gro
+- ▁broom
+- ▁chu
+- ▁mechanical
+- ▁intend
+- acket
+- ▁tease
+- ▁sni
+- erge
+- ▁erase
+- ude
+- amma
+- solve
+- ▁prob
+- ▁bent
+- dental
+- ▁shar
+- arrier
+- ▁assum
+- ▁encourag
+- ▁cherr
+- zed
+- ▁practic
+- ▁socializ
+- ik
+- ▁believ
+- ▁adj
+- struction
+- oner
+- ▁fir
+- otten
+- ▁matche
+- wipe
+- loma
+- anny
+- colat
+- ▁patient
+- ▁economic
+- ▁cowboy
+- ▁cartoon
+- ▁alway
+- rtle
+- ▁entrepreneur
+- head
+- ▁locker
+- ▁fee
+- ▁farthe
+- come
+- eeze
+- ▁organize
+- ▁sweat
+- ▁surround
+- ▁tru
+- ▁terribl
+- ▁recogni
+- mouth
+- ▁frequent
+- eparation
+- ▁publish
+- wayne
+- ▁administrat
+- ▁academ
+- ▁threat
+- ▁success
+- ▁appear
+- ▁element
+- ▁eff
+- ▁sponsor
+- ▁granddad
+- ▁mchale
+- ▁crip
+- responsibilities
+- review
+- ▁abroad
+- ▁acknowledg
+- ▁alaska
+- ▁arkansas
+- ▁arrange
+- ▁assembly
+- ▁athlete
+- ▁boohoo
+- ▁cabbage
+- ▁cemetery
+- ▁competitive
+- ▁conetoe
+- ▁confederate
+- ▁congregat
+- ▁corporat
+- ▁cough
+- ▁counseling
+- ▁crawl
+- ▁depot
+- ▁discharge
+- ▁docket
+- ▁eliminate
+- ▁embrace
+- ▁employee
+- ▁employment
+- ▁england
+- ▁exchange
+- ▁explode
+- ▁facebook
+- ▁flintstone
+- ▁freaknik
+- ▁grease
+- ▁hamtramck
+- ▁handwriting
+- ▁hilarious
+- ▁housekeeper
+- ▁interfere
+- ▁internship
+- ▁interpret
+- ▁janitor
+- ▁journey
+- ▁kendrick
+- ▁liberty
+- ▁librarian
+- ▁loaf
+- ▁mercury
+- ▁metaphor
+- ▁ministry
+- ▁muslim
+- ▁organizing
+- ▁overpass
+- ▁pajamas
+- ▁palace
+- ▁pancake
+- ▁paycheck
+- ▁penguins
+- ▁perceive
+- ▁persistence
+- ▁popcorn
+- ▁principle
+- ▁prostitute
+- ▁puritan
+- ▁pursue
+- ▁resign
+- ▁restrict
+- ▁scatter
+- ▁seamstress
+- ▁segregation
+- ▁snatch
+- ▁socioeconomic
+- ▁sorority
+- ▁spaniel
+- ▁spark
+- ▁stuyvesant
+- ▁succeed
+- ▁temporary
+- ▁therapy
+- ▁thriving
+- ▁tifton
+- ▁tokyo
+- ▁trimming
+- ▁tupac
+- ▁twilight
+- ▁unbalanced
+- ▁victim
+- ▁volkswagen
+- ▁wrestle
+- ▁appreciati
+- ▁blazer
+- ▁bougie
+- ▁constitu
+- ▁coworker
+- ▁function
+- ▁japan
+- ▁korea
+- ▁largo
+- ▁lonely
+- ▁manhood
+- ▁mistreat
+- ▁pattillo
+- ▁possibilit
+- ▁retreat
+- ▁smash
+- ▁swear
+- proxim
+- ▁doorbell
+- ▁handball
+- ▁network
+- ▁session
+- ▁zero
+- ensive
+- ▁delta
+- ▁dick
+- ▁temple
+- ▁scrap
+- ▁visual
+- ▁dump
+- ▁internet
+- ▁measure
+- ▁trend
+- dfather
+- ▁creole
+- ▁serial
+- ▁hornet
+- ▁humble
+- ▁contain
+- ▁demand
+- ▁harris
+- ▁stooges
+- ▁reserv
+- ▁resonate
+- ▁frame
+- ▁outcast
+- ▁affair
+- ▁inspection
+- ▁residenc
+- ▁satisfied
+- ▁policemen
+- ▁tenement
+- ▁patti
+- ▁alarm
+- ▁firemen
+- ▁unconscious
+- ▁zipper
+- pard
+- ▁trek
+- ▁terminolog
+- ▁blanket
+- ▁drummer
+- fficien
+- ▁smile
+- ▁cheer
+- ▁behave
+- ▁appoint
+- ▁carpet
+- ▁disturbance
+- ▁electrician
+- ▁hampton
+- ▁clue
+- ▁expand
+- ology
+- ▁spray
+- ▁underwater
+- ▁runner
+- ▁representative
+- ▁tech
+- ▁description
+- ▁welding
+- ▁bingo
+- ▁tank
+- ▁instrumental
+- ▁babysitter
+- ▁oakland
+- ▁baker
+- case
+- ▁homie
+- ▁crab
+- ▁cloth
+- ▁stressful
+- ▁wilm
+- ▁peep
+- ▁kitten
+- ▁foolish
+- ▁critical
+- ▁lingo
+- cular
+- ▁vacan
+- ▁depression
+- ▁lyn
+- ▁wives
+- ▁bama
+- ▁jerry
+- ▁rising
+- ▁rotate
+- ▁dodge
+- ▁vend
+- ▁shout
+- ▁elk
+- ▁flipper
+- ▁extensive
+- ▁dels
+- ▁invent
+- ▁chop
+- ▁category
+- ▁communication
+- bride
+- ▁shack
+- ▁supply
+- ▁pour
+- ▁portion
+- ▁dean
+- ▁handling
+- ▁wider
+- cope
+- ▁criti
+- ▁flight
+- ▁irritated
+- ▁motion
+- ▁classical
+- ▁commissioner
+- ▁enjoyable
+- ▁realistic
+- ▁tighten
+- ▁photography
+- ▁hug
+- ▁shore
+- ▁pile
+- ▁certificate
+- ▁tools
+- ▁dear
+- potle
+- ▁professionally
+- ▁madam
+- ▁lap
+- ▁strain
+- ▁lowest
+- ▁lip
+- ▁conce
+- ▁lug
+- ▁addicted
+- ▁coaches
+- power
+- mont
+- ▁vet
+- ▁biddi
+- ▁conv
+- ▁sweating
+- ▁versa
+- ▁fur
+- ▁badge
+- ▁debat
+- fri
+- band
+- ▁cow
+- ▁racer
+- ▁map
+- ▁marv
+- ▁nation
+- ▁cup
+- ▁sight
+- ▁boxer
+- tters
+- ▁writer
+- ▁juli
+- eenie
+- ▁dancer
+- ▁architectur
+- ▁teammate
+- ▁slipp
+- ▁presen
+- ▁battl
+- ▁lift
+- ▁drawer
+- ▁caper
+- ▁gambl
+- ▁hou
+- ▁communist
+- ipped
+- law
+- ▁destructi
+- ▁rub
+- hand
+- ▁dagg
+- cement
+- imer
+- igging
+- ension
+- odies
+- ▁wrapp
+- ▁gross
+- unch
+- ��interact
+- race
+- hose
+- hopping
+- tiny
+- chi
+- evo
+- cip
+- ▁massa
+- ▁construct
+- position
+- ▁manag
+- ▁medica
+- ▁adventur
+- ▁prioriti
+- ▁minorit
+- ▁badde
+- ▁motivat
+- ifted
+- ▁victor
+- iness
+- ▁avi
+- lep
+- ▁rud
+- ada
+- ▁peanut
+- ▁sibling
+- ▁pound
+- tender
+- ▁julie
+- ▁buil
+- issy
+- uzz
+- ▁credi
+- ique
+- deed
+- ▁squa
+- ▁rando
+- ▁nei
+- ground
+- ▁capture
+- ▁addict
+- ▁cheerlead
+- ▁suppl
+- stream
+- count
+- ▁taxi
+- broke
+- girl
+- few
+- born
+- ▁absolute
+- eith
+- truck
+- marine
+- phone
+- ▁react
+- plications
+- ronto
+- home
+- ▁econom
+- ▁dentist
+- ▁atlant
+- ▁astro
+- ▁happi
+- ▁disturb
+- ▁teenage
+- mmun
+- ▁border
+- ▁zip
+- ▁advis
+- ▁advoca
+- ▁curricul
+- ▁reynold
+- ▁sculpt
+- ▁demonstrat
+- bacca
+- igorous
+- migrant
+- migration
+- napolis
+- rilla
+- ▁accommodate
+- ▁agencies
+- ▁agricultur
+- ▁analyst
+- ▁announce
+- ▁antennas
+- ▁appendi
+- ▁arrived
+- ▁association
+- ▁attempt
+- ▁attraction
+- ▁brazil
+- ▁butterfly
+- ▁cadillac
+- ▁campaign
+- ▁casket
+- ▁chevrolet
+- ▁cincinnati
+- ▁circuit
+- ▁civics
+- ▁coexist
+- ▁coincide
+- ▁coordinat
+- ▁corps
+- ▁creature
+- ▁crib
+- ▁crush
+- ▁decatur
+- ▁defend
+- ▁democra
+- ▁devastat
+- ▁dictionary
+- ▁disappear
+- ▁disaster
+- ▁disease
+- ▁disguise
+- ▁douglas
+- ▁eccentric
+- ▁egypt
+- ▁elizabeth
+- ▁email
+- ▁emergency
+- ▁enforc
+- ▁establish
+- ▁ethnicit
+- ▁exclu
+- ▁fabulous
+- ▁facilities
+- ▁gadget
+- ▁genuine
+- ▁gucc
+- ▁hahira
+- ▁harvard
+- ▁helicopter
+- ▁hillcrest
+- ▁horrendous
+- ▁incarcerat
+- ▁increase
+- ▁independenc
+- ▁inspir
+- ▁intersection
+- ▁intimidate
+- ▁invaders
+- ▁invincible
+- ▁irrigation
+- ▁kennedy
+- ▁kwame
+- ▁laundry
+- ▁lecture
+- ▁lewis
+- ▁lobster
+- ▁lounge
+- ▁mailbox
+- ▁mccord
+- ▁migrate
+- ▁millionaire
+- ▁monroe
+- ▁nickname
+- ▁npepa
+- ▁obstacle
+- ▁originate
+- ▁pacific
+- ▁perpetuate
+- ▁poodle
+- ▁pregnancy
+- ▁rainbow
+- ▁rapidly
+- ▁reception
+- ▁rehearsal
+- ▁reluctant
+- ▁remarried
+- ▁remodel
+- ▁revitalize
+- ▁revolution
+- ▁rival
+- ▁roanoke
+- ▁roosevelt
+- ▁sensitive
+- ▁significance
+- ▁smithsonian
+- ▁stitches
+- ▁strategies
+- ▁substitute
+- ▁temptation
+- ▁touchdown
+- ▁tractor
+- ▁ultimate
+- ▁umbrella
+- ▁unknown
+- ▁unsafe
+- ▁upbringing
+- ▁vampire
+- ▁vertical
+- ▁website
+- ▁whiskey
+- ▁windshield
+- ▁wisconsin
+- ▁bloom
+- ▁cafe
+- ▁carpent
+- ▁combine
+- ▁defici
+- ▁disrupti
+- ▁drastic
+- ▁fibro
+- ▁kidnapped
+- ▁laptop
+- ▁midterm
+- ▁morgan
+- ▁occup
+- ▁peek
+- ▁rossi
+- ▁whatsoever
+- ▁baham
+- ▁bamboo
+- ▁cashier
+- ▁shaw
+- ▁statistic
+- ▁tangy
+- ▁curtain
+- ▁flirt
+- ▁charging
+- ▁dabble
+- ▁enemies
+- ▁fela
+- ▁lansing
+- ▁legend
+- ▁observe
+- ▁panick
+- ▁steel
+- ▁beasley
+- ▁dormitor
+- ▁identifie
+- ▁stella
+- aneous
+- ▁describe
+- ▁emotions
+- ▁richard
+- ▁colon
+- ▁playstation
+- ▁repeat
+- ▁tiger
+- ▁monster
+- ▁grind
+- ▁hippie
+- ▁antoine
+- ▁conscien
+- ▁pride
+- ▁task
+- ▁sponsorship
+- tician
+- ▁charles
+- ▁renam
+- ▁dragging
+- ▁shun
+- ▁tales
+- ▁ambitio
+- ▁apol
+- ▁compete
+- ▁orlando
+- ▁protest
+- ▁vision
+- ▁ebon
+- ▁latinos
+- ▁golf
+- ▁consume
+- ▁beginner
+- ▁clark
+- ▁crackhead
+- ▁luc
+- ▁rigged
+- ▁keyboard
+- ▁turtle
+- ▁edit
+- ▁assessment
+- ▁kirk
+- ▁paddle
+- agging
+- ▁auto
+- ▁investigation
+- ▁translat
+- ▁addition
+- ▁audition
+- ▁quarterback
+- ▁peach
+- ▁popped
+- ▁grey
+- ▁poisonous
+- ▁nickel
+- ▁european
+- ▁hillbillies
+- ▁decade
+- ▁spice
+- ▁wreck
+- ▁straw
+- ▁taylor
+- ▁academically
+- ▁tickle
+- ▁tele
+- ▁knight
+- ▁solid
+- ▁rocket
+- ▁organic
+- ▁effective
+- ▁evil
+- ▁punishment
+- ▁bolo
+- ▁boone
+- ▁bind
+- ▁boil
+- ▁plantation
+- ▁veterinary
+- ▁jet
+- ▁strap
+- ▁refi
+- ▁handicap
+- ▁scam
+- ▁lying
+- ▁fro
+- licit
+- ▁import
+- ▁expectation
+- ▁discussion
+- ▁production
+- ▁hound
+- ▁stream
+- ▁groov
+- ▁batter
+- ▁moral
+- kward
+- ▁kong
+- ▁digest
+- ▁pitch
+- lerate
+- ▁triple
+- ▁flash
+- ▁peel
+- ponent
+- ▁cheaper
+- cult
+- ▁dero
+- miss
+- ▁hustler
+- ▁maxi
+- ▁sucker
+- ▁contractor
+- ▁vici
+- ▁doct
+- ldest
+- gage
+- ▁forks
+- ▁pace
+- ▁rex
+- ▁cub
+- iani
+- ▁vat
+- opol
+- ▁mira
+- ▁cheerleader
+- ▁spon
+- ▁occurr
+- ▁sharp
+- ▁maca
+- 'off'
+- ▁mosqu
+- ▁merc
+- ▁stru
+- ▁float
+- ▁pincher
+- ▁consol
+- ▁slapp
+- ▁flipp
+- niversa
+- ▁hack
+- ▁roman
+- zzy
+- ▁sala
+- ▁qualif
+- rites
+- ▁hamp
+- cky
+- ▁specialize
+- ▁resu
+- omic
+- ▁designate
+- ▁lou
+- ictoria
+- ▁qui
+- ▁scarie
+- ▁stripp
+- gator
+- ▁educat
+- orado
+- ▁drag
+- bur
+- ▁assassinate
+- ▁evacuat
+- ▁serv
+- ▁contribute
+- ames
+- ▁ignor
+- scotch
+- ▁dramati
+- intend
+- ▁dru
+- apped
+- ▁mich
+- inos
+- urb
+- motion
+- pri
+- arco
+- imitation
+- ▁rubb
+- ▁prop
+- ▁approve
+- ▁grou
+- writer
+- culi
+- ipping
+- ▁accu
+- ▁instrument
+- ▁nerve
+- agon
+- cross
+- venue
+- tlanta
+- tribute
+- ▁refu
+- illions
+- ▁crow
+- ▁bleed
+- ▁discover
+- zard
+- ▁froze
+- ▁steve
+- ▁categor
+- ▁equa
+- ▁twent
+- invent
+- wealth
+- fellas
+- wife
+- heard
+- ▁voca
+- credit
+- fair
+- damn
+- ▁hillbill
+- mediate
+- tub
+- protecti
+- ▁milita
+- ▁detect
+- mpkins
+- ▁villa
+- ▁applica
+- ▁situat
+- ▁patro
+- ▁viol
+- ▁satisf
+- ified
+- ▁distract
+- hire
+- ▁distinct
+- ▁landscap
+- egitimate
+- equently
+- essori
+- istration
+- nunciat
+- ▁adapt
+- ▁aeroplane
+- ▁archery
+- ▁blimmy
+- ▁blindfold
+- ▁blossom
+- ▁blunt
+- ▁boutique
+- ▁broadcast
+- ▁budget
+- ▁carnival
+- ▁cecilia
+- ▁certified
+- ▁chitlins
+- ▁christopher
+- ▁companies
+- ▁competitor
+- ▁condemn
+- ▁consequence
+- ▁continuous
+- ▁corridor
+- ▁couzens
+- ▁crucial
+- ▁dandelion
+- ▁daydream
+- ▁demographic
+- ▁desire
+- ▁destination
+- ▁devices
+- ▁dexter
+- ▁disconnected
+- ▁disgusted
+- ▁document
+- ▁dubai
+- ▁elephant
+- ▁engrav
+- ▁enhance
+- ▁enlighten
+- ▁envelope
+- ▁escort
+- ▁eyeglass
+- ▁facility
+- ▁feature
+- ▁fingernail
+- ▁fundamental
+- ▁fundraise
+- ▁gigantor
+- ▁gimmick
+- ▁grip
+- ▁hamburger
+- ▁harmony
+- ▁haunted
+- ▁hinder
+- ▁hindsight
+- ▁homemaker
+- ▁hyattsville
+- ▁ibiza
+- ▁insecure
+- ▁inspirational
+- ▁institute
+- ▁intercept
+- ▁interrupt
+- ▁iroquois
+- ▁irritating
+- ▁jacque
+- ▁journalism
+- ▁kesselring
+- ▁knapsack
+- ▁knuckle
+- ▁laguardia
+- ▁lawrence
+- ▁leonard
+- ▁lesbian
+- ▁lipstick
+- ▁literac
+- ▁lodging
+- ▁macedonia
+- ▁magnif
+- ▁manhunt
+- ▁mechanism
+- ▁melbourne
+- ▁midwives
+- ▁milkshake
+- ▁mitchell
+- ▁mumps
+- ▁murphy
+- ▁netflix
+- ▁nuggets
+- ▁oregon
+- ▁originator
+- ▁overwhelm
+- ▁pandora
+- ▁pantsuit
+- ▁passenger
+- ▁password
+- ▁permission
+- ▁photo
+- ▁potomac
+- ▁pranks
+- ▁predator
+- ▁procedure
+- ▁profanity
+- ▁psychologist
+- ▁pyramid
+- ▁razor
+- ▁rearrange
+- ▁reflect
+- ▁reminisc
+- ▁renovat
+- ▁sacrific
+- ▁sanctuary
+- ▁seminole
+- ▁sermon
+- ▁shakur
+- ▁smother
+- ▁spelman
+- ▁spooky
+- ▁squir
+- ▁stairway
+- ▁stigma
+- ▁stimples
+- ▁stroller
+- ▁stunt
+- ▁sullivan
+- ▁superhero
+- ▁supermarket
+- ▁superstition
+- ▁sympathetic
+- ▁syracuse
+- ▁taunt
+- ▁technique
+- ▁thunder
+- ▁tissue
+- ▁trinidad
+- ▁unhappy
+- ▁unpleasant
+- ▁upgrade
+- ▁vanilla
+- ▁velvet
+- ▁vladeck
+- ▁voucher
+- ▁yachty
+- ▁yankee
+- ▁yuppie
+- dequ
+- ▁busboy
+- ▁jewel
+- ▁method
+- ▁pioneer
+- ▁apron
+- '0'
+- '1'
+- '4'
+- 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
+    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
+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: s3prl
+frontend_conf:
+    frontend_conf:
+        upstream: wavlm_large
+    download_dir: ./hub
+    multilayer_feature: true
+    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: 10
+normalize: utterance_mvn
+normalize_conf: {}
+model: espnet
+model_conf:
+    ctc_weight: 0.3
+    lsm_weight: 0.1
+    length_normalized_loss: false
+    extract_feats_in_collect_stats: false
+preencoder: linear
+preencoder_conf:
+    input_size: 1024
+    output_size: 80
+encoder: transformer
+encoder_conf:
+    output_size: 256
+    attention_heads: 4
+    linear_units: 1024
+    num_blocks: 18
+    dropout_rate: 0.1
+    positional_dropout_rate: 0.1
+    attention_dropout_rate: 0.1
+    input_layer: conv2d2
+    normalize_before: true
+postencoder: null
+postencoder_conf: {}
+decoder: transformer
+decoder_conf:
+    attention_heads: 4
+    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
+preprocessor: default
+preprocessor_conf: {}
+required:
+- output_dir
+- token_list
+version: '202402'
+distributed: true

meta.yaml

@@ -0,0 +1,8 @@
+espnet: '202402'
+files:
+  asr_model_file: exp/asr_train_asr_wavlm_transformer_raw_en_bpe5000_sp/62epoch.pth
+python: "3.9.18 (main, Sep 11 2023, 13:41:44) \n[GCC 11.2.0]"
+timestamp: 1724988305.811506
+torch: 1.12.1
+yaml_files:
+  asr_train_config: exp/asr_train_asr_wavlm_transformer_raw_en_bpe5000_sp/config.yaml