Cloud User

Update model

cd06806 over 1 year ago

63.9 kB

	---
	tags:
	- espnet
	- audio
	- automatic-speech-recognition
	language: en
	datasets:
	- gigaspeech
	license: cc-by-4.0
	---

	## ESPnet2 ASR model

	### `hchung1017/gigaspeech_streaming_conformer`

	This model was trained by hchung1017 using gigaspeech 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 f4d7fead71e2a99541a8d3d66d6e00a33d9e82df
	pip install -e .
	cd egs2/gigaspeech/asr1
	./run.sh --skip_data_prep false --skip_train true --download_model hchung1017/gigaspeech_streaming_conformer
	```

	<!-- Generated by scripts/utils/show_asr_result.sh -->
	# RESULTS
	## Environments
	- date: `Wed Jul 5 15:19:05 KST 2023`
	- python version: `3.8.16 (default, Mar 2 2023, 03:21:46) [GCC 11.2.0]`
	- espnet version: `espnet 202304`
	- pytorch version: `pytorch 1.13.1`
	- Git hash: `f4d7fead71e2a99541a8d3d66d6e00a33d9e82df`
	- Commit date: `Wed May 24 14:58:35 2023 -0400`

	## exp/asr_train_asr_streaming_conformer_raw_ko_bpe5000_sp/decode_asr_streaming_asr_model_valid.acc.ave
	### WER

	\|dataset\|Snt\|Wrd\|Corr\|Sub\|Del\|Ins\|Err\|S.Err\|
	\|---\|---\|---\|---\|---\|---\|---\|---\|---\|
	\|org/dev\|797676\|3794053\|89.7\|9.1\|1.2\|1.4\|11.8\|28.9\|

	### CER

	\|dataset\|Snt\|Wrd\|Corr\|Sub\|Del\|Ins\|Err\|S.Err\|
	\|---\|---\|---\|---\|---\|---\|---\|---\|---\|
	\|org/dev\|797676\|17636048\|94.8\|3.0\|2.2\|1.6\|6.8\|28.9\|

	### TER

	\|dataset\|Snt\|Wrd\|Corr\|Sub\|Del\|Ins\|Err\|S.Err\|
	\|---\|---\|---\|---\|---\|---\|---\|---\|---\|
	\|org/dev\|797676\|4325914\|88.1\|8.2\|3.7\|1.5\|13.4\|28.9\|

	## ASR config

	<details><summary>expand</summary>

	```
	config: conf/train_asr_streaming_conformer.yaml
	print_config: false
	log_level: INFO
	dry_run: false
	iterator_type: sequence
	output_dir: exp/asr_train_asr_streaming_conformer_raw_en_bpe5000
	ngpu: 1
	seed: 0
	num_workers: 1
	num_att_plot: 0
	dist_backend: nccl
	dist_init_method: env://
	dist_world_size: 8
	dist_rank: 0
	local_rank: 0
	dist_master_addr: localhost
	dist_master_port: 41579
	dist_launcher: null
	multiprocessing_distributed: true
	unused_parameters: false
	sharded_ddp: false
	cudnn_enabled: true
	cudnn_benchmark: false
	cudnn_deterministic: true
	collect_stats: false
	write_collected_feats: false
	max_epoch: 34
	patience: null
	val_scheduler_criterion:
	- valid
	- acc
	early_stopping_criterion:
	- valid
	- cer_ctc
	- min
	best_model_criterion:
	- - valid
	- acc
	- max
	keep_nbest_models: 10
	nbest_averaging_interval: 0
	grad_clip: 5
	grad_clip_type: 2.0
	grad_noise: false
	accum_grad: 1
	no_forward_run: false
	resume: true
	train_dtype: float32
	use_amp: false
	log_interval: null
	use_matplotlib: true
	use_tensorboard: true
	create_graph_in_tensorboard: false
	use_wandb: false
	wandb_project: null
	wandb_id: null
	wandb_entity: null
	wandb_name: null
	wandb_model_log_interval: -1
	detect_anomaly: false
	pretrain_path: null
	init_param:
	- exp/asr_train_asr_streaming_conformer_raw_en_bpe5000/34epoch.pth
	ignore_init_mismatch: false
	freeze_param: []
	num_iters_per_epoch: null
	batch_size: 20
	valid_batch_size: null
	batch_bins: 25000000
	valid_batch_bins: null
	train_shape_file:
	- exp/asr_stats_raw_en_bpe5000/train/speech_shape
	- exp/asr_stats_raw_en_bpe5000/train/text_shape.bpe
	valid_shape_file:
	- exp/asr_stats_raw_en_bpe5000/valid/speech_shape
	- exp/asr_stats_raw_en_bpe5000/valid/text_shape.bpe
	batch_type: numel
	valid_batch_type: null
	fold_length:
	- 80000
	- 150
	sort_in_batch: descending
	sort_batch: descending
	multiple_iterator: false
	chunk_length: 500
	chunk_shift_ratio: 0.5
	num_cache_chunks: 1024
	chunk_excluded_key_prefixes: []
	train_data_path_and_name_and_type:
	- - /data/dump/gigaspeech/raw/train/wav.scp
	- speech
	- kaldi_ark
	- - /data/dump/gigaspeech/raw/train/text
	- text
	- text
	valid_data_path_and_name_and_type:
	- - /data/dump/gigaspeech/raw/dev/wav.scp
	- speech
	- kaldi_ark
	- - /data/dump/gigaspeech/raw/dev/text
	- text
	- text
	allow_variable_data_keys: false
	max_cache_size: 0.0
	max_cache_fd: 32
	valid_max_cache_size: null
	exclude_weight_decay: false
	exclude_weight_decay_conf: {}
	optim: adam
	optim_conf:
	lr: 0.003
	scheduler: warmuplr
	scheduler_conf:
	warmup_steps: 30000
	token_list:
	- <blank>
	- <unk>
	- S
	- ▁THE
	- ▁TO
	- ▁OF
	- ▁A
	- ▁AND
	- ''''
	- ▁THAT
	- ▁IN
	- ▁YOU
	- ▁I
	- ▁IT
	- T
	- ▁IS
	- ▁WAS
	- ED
	- ▁WE
	- ▁FOR
	- ING
	- ▁THIS
	- D
	- ▁ON
	- ▁BE
	- ▁WITH
	- ▁HAVE
	- ▁SO
	- ▁HE
	- RE
	- ▁THEY
	- ▁ARE
	- ▁NOT
	- ▁AS
	- ▁LIKE
	- ▁AT
	- ▁KNOW
	- ▁WHAT
	- LY
	- ▁CAN
	- ▁DO
	- ▁ABOUT
	- ▁ALL
	- ▁HIS
	- M
	- ▁HAD
	- '-'
	- ▁ONE
	- ▁OR
	- ▁FROM
	- ▁THERE
	- ▁ME
	- ▁MY
	- ▁BUT
	- ▁JUST
	- ▁YOUR
	- ▁AN
	- ▁BY
	- Y
	- ▁IF
	- ▁OUT
	- ▁PEOPLE
	- ▁UP
	- ▁HER
	- ER
	- ▁WERE
	- ▁THINK
	- E
	- N
	- ▁WOULD
	- ▁SHE
	- ▁THEIR
	- ▁WHO
	- ▁MORE
	- ▁OUR
	- ▁THEM
	- ▁WHEN
	- ▁WHICH
	- ▁VERY
	- ▁WILL
	- ▁SOME
	- ▁TIME
	- ▁BEEN
	- R
	- ▁GET
	- ▁HAS
	- ▁GOING
	- ▁HIM
	- VE
	- ▁REALLY
	- ▁HOW
	- ▁DON
	- ▁NO
	- ▁THEN
	- LL
	- ▁GO
	- ▁BECAUSE
	- ▁NOW
	- AL
	- ▁INTO
	- ▁THESE
	- ▁OTHER
	- ▁RIGHT
	- ▁SEE
	- ▁SAID
	- ▁HERE
	- ▁WAY
	- ▁TWO
	- ▁US
	- ▁WANT
	- ▁COULD
	- ▁S
	- ▁SAY
	- ▁OVER
	- ▁AH
	- ES
	- ▁WHERE
	- ▁BACK
	- ▁ALSO
	- ▁THOSE
	- ▁THINGS
	- ▁MAKE
	- ▁KIND
	- ▁MUCH
	- IN
	- ▁WELL
	- ▁GOOD
	- ▁DID
	- L
	- ▁FIRST
	- ▁THAN
	- ▁LITTLE
	- ▁RE
	- C
	- ▁NEW
	- ▁WORK
	- ▁ANY
	- A
	- P
	- ▁LOT
	- ▁DOWN
	- ▁SOMETHING
	- ▁THING
	- OR
	- LE
	- ▁MAN
	- ▁GOT
	- B
	- ▁COME
	- ▁ONLY
	- G
	- ▁BEING
	- ▁ACTUALLY
	- ▁LOOK
	- O
	- ▁TAKE
	- ▁EVEN
	- ▁NEED
	- ▁THROUGH
	- W
	- ▁GREAT
	- ▁WORLD
	- ▁MANY
	- ▁SHOULD
	- ▁YEARS
	- ATION
	- ▁UM
	- ▁MOST
	- ▁DAY
	- ▁YEAH
	- ▁LIFE
	- ▁BEFORE
	- ▁THREE
	- ▁UN
	- ION
	- ▁DIFFERENT
	- ▁DE
	- ▁MIGHT
	- ▁LET
	- ▁MADE
	- ▁MEAN
	- ▁PART
	- IC
	- ▁AGAIN
	- TH
	- ▁AFTER
	- ▁OWN
	- ▁USE
	- ITY
	- ABLE
	- ▁LONG
	- ▁STILL
	- ▁MAY
	- F
	- ▁OFF
	- ▁NEVER
	- ▁PUT
	- ▁C
	- ▁SAME
	- ▁EVERY
	- CH
	- AN
	- 'ON'
	- ERS
	- I
	- ▁POINT
	- RO
	- ▁TOO
	- ▁DOING
	- ▁LAST
	- RI
	- ▁AROUND
	- K
	- ▁CAME
	- ▁SORT
	- H
	- AR
	- ▁LOVE
	- MENT
	- IVE
	- ▁FIND
	- ▁WHY
	- ▁TALK
	- ▁FIVE
	- IL
	- ▁TELL
	- LA
	- ▁END
	- LI
	- ▁AM
	- ▁THOUGHT
	- NESS
	- ▁PLACE
	- ▁YEAR
	- ▁E
	- ▁ALWAYS
	- ▁SHOW
	- ▁GIVE
	- ▁DIDN
	- ▁FEEL
	- Z
	- ▁OLD
	- UR
	- DE
	- ▁ANOTHER
	- ▁SUCH
	- U
	- ▁QUESTION
	- RA
	- TER
	- ▁WENT
	- ▁DOES
	- ▁HELP
	- IT
	- ▁HOME
	- ▁HUNDRED
	- ▁NEXT
	- ▁START
	- ▁COURSE
	- ▁UNDER
	- EN
	- NE
	- EL
	- ▁BIT
	- ▁FOUND
	- ▁FOUR
	- ▁CALLED
	- ▁DONE
	- ▁AWAY
	- ▁THOUSAND
	- ▁BIG
	- ▁SURE
	- ▁O
	- ▁PERSON
	- ▁TWENTY
	- ▁BETTER
	- CK
	- ▁CO
	- CE
	- ▁HOUSE
	- US
	- MA
	- ▁FACT
	- ▁GONNA
	- UL
	- ▁HEAD
	- ▁DIS
	- ▁MEN
	- ▁HAND
	- ▁P
	- ▁ABLE
	- NA
	- ▁TEN
	- ▁IMPORTANT
	- ▁MUST
	- ▁NAME
	- ▁TODAY
	- ▁FEW
	- ▁CAR
	- ▁EACH
	- ▁STATE
	- RY
	- ▁SIDE
	- ENT
	- ▁MIND
	- EST
	- ▁CALL
	- ATE
	- MAN
	- TA
	- ▁BETWEEN
	- ▁EVER
	- ▁SCHOOL
	- ▁BOTH
	- ▁MONEY
	- ▁UPON
	- ▁REAL
	- ▁WHOLE
	- ▁MOMENT
	- IA
	- ▁NUMBER
	- IST
	- ET
	- X
	- ▁DATA
	- ▁HIGH
	- ▁GOD
	- ▁F
	- ▁BOOK
	- ▁BEST
	- ▁SET
	- ▁PO
	- ▁HAVING
	- GE
	- ▁WITHOUT
	- ▁KEEP
	- ▁LOOKING
	- ▁CHANGE
	- OL
	- ▁SECOND
	- ▁LA
	- ▁FACE
	- ▁CASE
	- ▁FAR
	- ▁HUMAN
	- IES
	- ▁HARD
	- TE
	- ▁PRO
	- ▁LEFT
	- ▁TOGETHER
	- _
	- ▁SYSTEM
	- ▁PUBLIC
	- ▁MR
	- ▁IDEA
	- ▁ONCE
	- ▁ANYTHING
	- ID
	- TED
	- ▁USED
	- ▁B
	- ▁ENOUGH
	- ▁WAR
	- SH
	- ▁EXAMPLE
	- ▁STORY
	- ▁DOESN
	- ▁LIVE
	- ▁TALKING
	- ARY
	- ▁QUITE
	- ▁AGAINST
	- ▁NIGHT
	- ▁POWER
	- ▁UNDERSTAND
	- ▁CON
	- '000'
	- ▁MAYBE
	- ▁BELIEVE
	- ▁COUNTRY
	- ▁GETTING
	- ▁YOUNG
	- ▁BO
	- ▁TRYING
	- ▁OPEN
	- ▁THANK
	- ▁MO
	- VER
	- TO
	- CO
	- ▁WHILE
	- ▁SAW
	- ▁SIX
	- ▁CARE
	- LO
	- LING
	- ▁G
	- TIC
	- ▁K
	- ▁SAYS
	- ▁ST
	- ▁HIMSELF
	- ▁WEEK
	- ▁EVERYTHING
	- ▁ROOM
	- AT
	- LESS
	- ▁WATER
	- INE
	- ▁D
	- IS
	- ▁NOTHING
	- ▁LIGHT
	- ▁TOOK
	- IAN
	- ▁READ
	- ▁MA
	- ▁SENSE
	- IR
	- ▁STARTED
	- ▁COMING
	- ▁SUPPORT
	- ▁WHITE
	- ▁RO
	- ▁BUSINESS
	- ▁PROBABLY
	- FUL
	- ▁ORDER
	- ▁FAMILY
	- ▁PRETTY
	- ▁SAYING
	- ▁SEEN
	- ▁BLACK
	- ▁TOLD
	- ▁PROCESS
	- ▁PER
	- TON
	- TING
	- ▁TRY
	- ▁THOUGH
	- ▁HEAR
	- ▁WANTED
	- TI
	- ▁MATTER
	- ▁HOPE
	- ▁WORKING
	- ▁ASK
	- ▁GOVERNMENT
	- ▁BA
	- ▁EX
	- ▁PRE
	- ▁HEARD
	- IE
	- ▁EXPERIENCE
	- ATED
	- ME
	- ▁HEART
	- ISM
	- KE
	- ▁NA
	- ANT
	- ▁MAKING
	- ▁ALREADY
	- ▁EN
	- MO
	- ▁PROBLEM
	- ▁SMALL
	- ▁YET
	- ▁RUN
	- 'NO'
	- ▁REMEMBER
	- OUS
	- ▁LI
	- ▁PERCENT
	- ▁INFORMATION
	- ▁WORD
	- ▁CHILDREN
	- ▁REASON
	- ▁OFTEN
	- ▁KNEW
	- ▁EYES
	- ▁ALMOST
	- ▁YES
	- ▁ELSE
	- ▁ASKED
	- ▁LESS
	- ▁STUFF
	- ▁HEALTH
	- ▁RA
	- PH
	- ▁U
	- HO
	- AS
	- ▁CITY
	- IM
	- ANCE
	- ▁PLAY
	- ▁COMMUNITY
	- ▁WOMEN
	- TY
	- ▁FATHER
	- ▁VI
	- ATING
	- ▁DAYS
	- ▁LOOKED
	- ▁ANSWER
	- ▁FREE
	- ▁MEANS
	- CI
	- SON
	- ▁PRESIDENT
	- ▁OH
	- UM
	- ▁BAD
	- LED
	- ISH
	- PE
	- UND
	- NT
	- NG
	- ▁WHETHER
	- OP
	- ▁FORM
	- AGE
	- ▁LEVEL
	- BE
	- ▁MYSELF
	- ▁SEVEN
	- ▁THIRTY
	- ▁DOOR
	- ▁LAW
	- ▁HALF
	- ▁BECOME
	- ▁SOMEONE
	- ▁SOCIAL
	- ▁MOTHER
	- ▁BRING
	- UP
	- IAL
	- ▁DU
	- PO
	- ▁LAND
	- ▁QUESTIONS
	- ▁WORDS
	- ▁EIGHT
	- ▁HO
	- ▁SHALL
	- ▁AGO
	- ▁COM
	- ▁DR
	- ▁SINCE
	- ▁TRUE
	- ▁BODY
	- ▁LEAST
	- ▁ACROSS
	- ▁LINE
	- ▁WITHIN
	- ▁MOVE
	- ▁INTERESTING
	- ▁LARGE
	- ▁FELT
	- HA
	- ▁LE
	- ▁SP
	- ▁TIMES
	- ▁CA
	- ▁USING
	- ▁T
	- ▁HAPPENED
	- ▁WOMAN
	- ▁LATER
	- ENCE
	- ▁STATES
	- ▁FULL
	- ▁DA
	- MB
	- MIN
	- ▁VOICE
	- UN
	- ▁STUDENTS
	- BER
	- ▁COMPANY
	- ▁VIEW
	- ▁THINKING
	- ▁VIDEO
	- ▁TURN
	- ▁IMP
	- ▁LEAVE
	- ▁PAST
	- ▁MAR
	- ▁HISTORY
	- ▁FRIEND
	- ▁DOLLARS
	- ▁OKAY
	- NI
	- ▁JOB
	- ▁SHORT
	- ▁PAGE
	- ▁COMES
	- DO
	- ▁FIRE
	- ▁TEAM
	- ▁REST
	- ▁DI
	- ▁GROUP
	- ▁CERTAIN
	- ▁UNTIL
	- ▁AIR
	- BO
	- ▁ACT
	- ▁COURT
	- ▁RESEARCH
	- ▁SPACE
	- ▁BUILDING
	- ▁AMERICAN
	- OT
	- ▁BRAIN
	- ▁GAME
	- ▁APP
	- ▁STA
	- AM
	- MI
	- ▁ALONG
	- ▁SE
	- ▁BAR
	- RING
	- VI
	- ▁DEATH
	- ▁HAPPEN
	- ▁DEAL
	- ▁CLOSE
	- ▁DURING
	- ▁STRONG
	- ▁CHILD
	- ▁WON
	- ▁MORNING
	- ▁SOON
	- ▁GENERAL
	- ▁THEMSELVES
	- ▁PLAN
	- ▁CAUSE
	- ▁SCIENCE
	- ▁NE
	- ▁PRESENT
	- ▁ART
	- ▁EM
	- ▁FIGURE
	- LAND
	- ▁REPORT
	- ▁W
	- ▁FUTURE
	- ▁POSSIBLE
	- ▁POST
	- ▁SOMETIMES
	- ▁MU
	- ▁FIFTY
	- ▁SHA
	- V
	- VA
	- MP
	- DA
	- ▁PROGRAM
	- ▁YOURSELF
	- WAY
	- ▁MILLION
	- ARD
	- ▁CLEAR
	- FF
	- ▁GAVE
	- ▁GOES
	- ▁RATHER
	- ▁STAY
	- ▁EARLY
	- ▁MISS
	- ▁JU
	- DI
	- ▁LEARN
	- ▁RED
	- ▁COUPLE
	- NY
	- ▁TOP
	- ▁GIVEN
	- ▁FRIENDS
	- ▁FRONT
	- ▁CONVERSATION
	- ▁PAY
	- MON
	- '1'
	- ▁EVERYONE
	- ▁CREATE
	- ▁SPEAK
	- ▁HI
	- ▁FOOD
	- ▁CONTROL
	- FI
	- ▁TEST
	- ▁TERMS
	- ▁BEHIND
	- ▁WASN
	- ▁GUYS
	- ▁WHATEVER
	- ▁FEELING
	- ▁LANGUAGE
	- ▁BASICALLY
	- RU
	- GG
	- ▁PARTICULAR
	- ▁HA
	- ▁MUSIC
	- ▁SOUND
	- ▁BREAK
	- ▁TAKING
	- CON
	- RAN
	- ▁VALUE
	- ▁WRONG
	- ▁STAR
	- ▁BUILD
	- BI
	- ▁GONE
	- ▁BOARD
	- DY
	- ▁WRITE
	- ▁EITHER
	- ▁SEEMED
	- ▁KING
	- ▁TURNED
	- ▁SA
	- ALLY
	- '2'
	- '9'
	- NCE
	- ▁LO
	- ▁FORWARD
	- BU
	- ▁TAKEN
	- ▁UNIVERSITY
	- CA
	- ▁EVERYBODY
	- PA
	- LINE
	- ▁STOP
	- ▁ITSELF
	- ▁BROUGHT
	- ▁MAKES
	- ▁HANDS
	- ▁GUESS
	- IZED
	- ▁AGE
	- ▁SERVICE
	- ▁WAYS
	- ▁NINE
	- ▁BEGAN
	- ▁HU
	- ▁GRA
	- ▁FEAR
	- ▁NATIONAL
	- PER
	- ▁SELF
	- ▁EXACTLY
	- ▁TI
	- DING
	- GO
	- ▁TABLE
	- ▁SOMEBODY
	- ▁LIVING
	- HE
	- ▁BECAME
	- ▁RU
	- ▁SINGLE
	- ▁VA
	- ▁COMP
	- ▁SIGN
	- ▁FALL
	- LIC
	- ▁SEA
	- ▁GIRL
	- ▁UNITED
	- IG
	- ▁KIDS
	- '3'
	- ITIES
	- ▁M
	- ▁STUDY
	- ▁FORTY
	- ▁CHECK
	- ▁ADD
	- PI
	- ▁COMMON
	- ▁PI
	- PED
	- RS
	- ▁TRUMP
	- ▁GUY
	- ▁JE
	- ▁SUB
	- ▁HIT
	- ▁SUPER
	- BA
	- ▁SEEMS
	- ▁ISN
	- ▁AL
	- ▁ALLOW
	- ISE
	- ▁POLITICAL
	- ▁PROJECT
	- ▁SEND
	- ▁INTEREST
	- ▁SHARE
	- ▁JOHN
	- ▁NEAR
	- ▁VE
	- ▁MARKET
	- ▁CERTAINLY
	- ▁ISSUE
	- ▁CLA
	- ▁LOW
	- ▁WISH
	- ▁COST
	- AD
	- ▁KNOWN
	- CU
	- ▁MONTHS
	- ▁SOUTH
	- ▁NICE
	- ▁RECORD
	- ▁TA
	- WA
	- ▁LU
	- END
	- ▁SUN
	- AK
	- ▁SON
	- ▁STAND
	- '7'
	- ▁KEY
	- ▁V
	- LU
	- ▁RI
	- GRA
	- ▁GA
	- ▁BOY
	- ▁GROUND
	- ▁EASY
	- ▁ACCOUNT
	- ▁HAPPY
	- '8'
	- ▁OFFICE
	- ▁CLASS
	- URE
	- ▁HOLD
	- TOR
	- OS
	- '6'
	- ▁CUT
	- ▁MODEL
	- ▁CHURCH
	- '4'
	- ▁MEDIA
	- BB
	- ▁EARTH
	- ▁STREET
	- IOUS
	- ▁LISTEN
	- ▁PA
	- ▁LIVES
	- ▁CANNOT
	- ▁FE
	- ▁LOST
	- ▁BUY
	- ▁STEP
	- LIN
	- OM
	- UT
	- LES
	- ▁PAPER
	- ▁FIELD
	- ▁BEAUTIFUL
	- ▁SPECIAL
	- VING
	- SHIP
	- ▁ACTION
	- '5'
	- ▁DEEP
	- ▁AREA
	- ▁MINUTES
	- ▁NATURE
	- NER
	- ▁EDUCATION
	- ▁YORK
	- KING
	- ▁SITUATION
	- ▁WALL
	- ▁DIFFICULT
	- OW
	- QUI
	- ▁BI
	- ▁PLEASE
	- ▁AMONG
	- ▁POSITION
	- ▁WATCH
	- ▁JA
	- ▁MRS
	- ▁TYPE
	- AC
	- ▁SLEEP
	- ▁DIFFERENCE
	- TEN
	- ▁HOURS
	- ▁DEAD
	- ▁RELATIONSHIP
	- ▁FOLLOW
	- ▁POOR
	- ▁DOCTOR
	- ▁SENT
	- ▁TALKED
	- ▁RISK
	- ▁PERHAPS
	- TIME
	- ▁LEARNING
	- ▁MET
	- ▁OUTSIDE
	- ▁CONTENT
	- ▁LIST
	- ▁READY
	- ▁WALK
	- VO
	- ▁ROUND
	- ATIONS
	- ▁SIMPLE
	- ▁CHA
	- ▁WA
	- ▁SEVERAL
	- RN
	- ▁SIR
	- ▁LORD
	- IZE
	- ▁TRUTH
	- ▁HOUR
	- ▁AMERICA
	- ▁CONS
	- ▁FINE
	- ITE
	- ▁WAIT
	- ▁MIDDLE
	- OUR
	- ▁HAPPENS
	- AP
	- GA
	- ▁HUGE
	- ▁SEEM
	- ▁COLLEGE
	- ▁AMOUNT
	- ▁CONTINUE
	- ▁ACCESS
	- ▁ARM
	- ▁LEAD
	- ▁LONGER
	- ▁NEWS
	- ▁PASS
	- ▁COULDN
	- ▁APPROACH
	- ▁R
	- ▁ROAD
	- ▁WRITING
	- ▁ATTENTION
	- ▁INSIDE
	- ENS
	- ▁PRODUCT
	- LER
	- ▁TECHNOLOGY
	- ▁RETURN
	- WARD
	- ▁MAIN
	- ▁VISIT
	- ▁ALONE
	- ▁KA
	- ▁BROTHER
	- ▁PARTY
	- ▁SU
	- ▁PIECE
	- BY
	- ▁LINK
	- DER
	- ▁SHIP
	- UD
	- ▁WIFE
	- '0'
	- THER
	- ▁OTHERS
	- ▁PRACTICE
	- IFY
	- ICAL
	- PING
	- ▁MEETING
	- RON
	- ▁TOWN
	- ▁DESIGN
	- ▁CHARACTER
	- ▁BLOOD
	- ▁RUNNING
	- ▁CHE
	- ▁PROVIDE
	- ▁TH
	- ▁MEET
	- ▁COOL
	- ▁LOCAL
	- ▁CHANCE
	- ▁BASED
	- STER
	- IONS
	- ▁THIRD
	- ▁SAFE
	- ▁FA
	- ▁FEET
	- FA
	- ▁VOTE
	- CING
	- ECT
	- ▁ENERGY
	- ▁NORTH
	- ▁TOWARDS
	- ▁GREEN
	- ▁PERIOD
	- TION
	- ▁HAPPENING
	- NING
	- CY
	- ILE
	- ▁SOCIETY
	- ▁LATE
	- ATOR
	- ▁DARK
	- ▁WOULDN
	- ▁L
	- ▁POLICE
	- ▁CENTER
	- ▁SUBJECT
	- ▁TRIED
	- ▁SEEING
	- ▁QUICKLY
	- ▁TU
	- ▁FOCUS
	- ▁BILL
	- ▁TRUST
	- ▁CHALLENGE
	- ▁SAT
	- ▁WINDOW
	- PP
	- ▁MARK
	- ▁NOR
	- ▁EPISODE
	- ▁FAST
	- ▁BRI
	- ▁TRA
	- HI
	- ▁EL
	- ▁SOURCE
	- LEY
	- ▁WORKED
	- ▁ISSUES
	- ▁IMAGE
	- ▁HERSELF
	- ▁HAR
	- RK
	- ▁ADDRESS
	- ▁COMPANIES
	- ▁TRI
	- UGH
	- ▁COLOR
	- ▁PE
	- ▁TOUCH
	- ▁PARENTS
	- RIC
	- ▁RATE
	- ▁PEN
	- ▁HOWEVER
	- SIDE
	- CC
	- ▁CONSIDER
	- ▁SAN
	- IFIED
	- ▁CODE
	- CHE
	- ▁EVIDENCE
	- ▁WONDER
	- TLE
	- ▁MASTER
	- ▁MONTH
	- ▁WORTH
	- ▁EAT
	- ▁SEARCH
	- ▁INTER
	- UNT
	- EP
	- ▁RESPECT
	- ▁ESPECIALLY
	- ▁RAN
	- ATIVE
	- ▁BEGIN
	- ▁WROTE
	- ▁DOG
	- ▁FUN
	- ▁DREAM
	- ABILITY
	- ▁FAIR
	- ▁LADY
	- ▁WORKS
	- ▁HAVEN
	- ▁CULTURE
	- ▁WI
	- ▁PICK
	- ▁AUSTRALIA
	- ▁MIS
	- ▁SIT
	- ▁IMAGINE
	- GU
	- ▁CLICK
	- ▁ATTACK
	- ▁OPPORTUNITY
	- ▁EYE
	- ▁STE
	- ▁DEN
	- ▁DEVELOPMENT
	- ▁FACEBOOK
	- ▁OFFER
	- ▁BANK
	- ▁NINETEEN
	- ▁PERSONAL
	- ▁APPLICATION
	- ▁ABSOLUTELY
	- ▁EFFECT
	- ▁DEAR
	- ▁BREATH
	- ▁NI
	- ▁OBJECT
	- ▁GRI
	- ▁REACH
	- ▁STOOD
	- ▁PHONE
	- ▁MACHINE
	- ▁WO
	- ▁SIXTY
	- ▁FIT
	- ▁PROBLEMS
	- ▁BOOKS
	- ▁SIMPLY
	- ▁FURTHER
	- ▁CHANGED
	- SET
	- ▁BUILT
	- ▁BEGINNING
	- ▁LAY
	- ▁COVER
	- ▁MOVEMENT
	- ▁KILL
	- ▁INSTEAD
	- ▁GU
	- GEN
	- ▁WOOD
	- ▁IMPACT
	- ▁RESULT
	- ▁LETTER
	- CL
	- ▁MEMBERS
	- ▁FI
	- ▁N
	- ▁CAP
	- ▁ENTIRE
	- MENTS
	- ▁COMPLETELY
	- ▁DOUBT
	- ▁ENGLISH
	- ▁SOFTWARE
	- MEN
	- ▁STORIES
	- ▁NATION
	- ▁FOOT
	- ▁POLICY
	- GER
	- ▁LEARNED
	- ▁CENTURY
	- ▁FIGHT
	- ▁TRANS
	- ▁FLOW
	- ▁PASSED
	- ▁MESSAGE
	- ▁INDIVIDUAL
	- ▁FIFTEEN
	- ▁TRAVEL
	- ▁CROSS
	- ▁REMAIN
	- ▁WIN
	- ▁PAIN
	- RIES
	- ▁ROCK
	- ▁BU
	- AIN
	- CTION
	- ▁PURPOSE
	- VAL
	- ▁SUCCESS
	- ▁AB
	- ▁WELCOME
	- ONE
	- ▁WRITTEN
	- ▁NON
	- ▁PICTURE
	- ▁KEPT
	- SA
	- ▁LOOKS
	- VEN
	- ▁TROUBLE
	- ▁EFFORT
	- ▁NEEDS
	- ▁HORSE
	- GING
	- ANG
	- LAR
	- ACH
	- ▁KNOWLEDGE
	- ▁MAJOR
	- IP
	- ▁FUNCTION
	- ▁PODCAST
	- NED
	- ▁ROLE
	- ▁MINE
	- OUT
	- ▁CIVIL
	- QUE
	- ▁AMAZING
	- USE
	- WI
	- ▁MENTIONED
	- ▁FORCE
	- ▁SONG
	- ▁DISEASE
	- ▁GROW
	- ▁HELD
	- ▁HAIR
	- ▁WEBSITE
	- ▁AHEAD
	- ▁PATH
	- ▁LISTENING
	- ▁WEEKS
	- ▁INTERESTED
	- ▁DIE
	- TU
	- ▁MEASURE
	- ▁NATURAL
	- ▁STORE
	- ▁WANNA
	- ▁TEXT
	- ▁READING
	- ▁CLOUD
	- WE
	- ▁SERVICES
	- ▁TERM
	- ▁INTERVIEW
	- ▁EXPLAIN
	- ▁SIMILAR
	- ▁DECIDED
	- ▁ABOVE
	- ▁SUR
	- ▁CASES
	- ▁CHAIR
	- ▁INDEED
	- ILY
	- ▁MOVING
	- ▁BLUE
	- ▁JO
	- ▁BEYOND
	- ▁DECISION
	- ▁NEEDED
	- ▁LED
	- ▁ECONOMIC
	- ▁SPIRIT
	- ▁WHOM
	- ▁SITE
	- ▁AVAILABLE
	- ▁NINETY
	- ▁DEPEND
	- ▁PERFECT
	- ▁GIVING
	- ▁DAUGHTER
	- ▁PRESS
	- ▁BOX
	- OLOGY
	- IGN
	- ▁JUSTICE
	- ▁WATCHING
	- ▁CLAIM
	- ▁COUNT
	- IO
	- ▁CHARGE
	- LEN
	- ▁REGARD
	- ISTS
	- ISTIC
	- ▁PARK
	- ▁VER
	- ▁DEPARTMENT
	- IANS
	- ▁OK
	- ▁CUR
	- ▁WIND
	- ▁SECRET
	- ▁EXPECT
	- ▁OP
	- ▁OBVIOUSLY
	- ▁FINALLY
	- ▁ANYONE
	- ▁FO
	- ▁COMMAND
	- ▁SITTING
	- ▁PROFESSOR
	- ▁NETWORK
	- ▁TRAIN
	- ▁INVOLVED
	- ▁REPRESENT
	- ▁DOCUMENT
	- ▁ONLINE
	- ▁MOVIE
	- ▁MON
	- ▁PRICE
	- ▁RIVER
	- ▁EXIST
	- ▁WONDERFUL
	- ▁THANKS
	- ▁EQUAL
	- ▁STAFF
	- ▁TWELVE
	- ▁PROTECT
	- ▁QUICK
	- PL
	- ▁RACE
	- ▁INDUSTRY
	- ▁PAT
	- ▁COR
	- ▁PRIVATE
	- ▁RESPONSE
	- ▁BRA
	- ▁EVENING
	- ▁CHI
	- ▁WILD
	- ▁CAT
	- ▁DEC
	- ▁ENVIRONMENT
	- ▁DEF
	- ▁SPECIFIC
	- ▁SCREEN
	- ▁WEST
	- NU
	- ▁MATERIAL
	- ▁PHYSICAL
	- ▁NORMAL
	- DIC
	- ABLY
	- ▁AUDIENCE
	- ▁SOUL
	- ▁ANTI
	- FT
	- ▁SEVENTY
	- ▁REQUIRE
	- ▁CREATED
	- ▁STUDENT
	- ▁FISH
	- ▁MINUTE
	- ▁CONCERN
	- IZATION
	- ▁COLD
	- ▁PLACES
	- ▁WIDE
	- RAL
	- ▁SPEND
	- ▁MAD
	- ▁DEFINITELY
	- GED
	- ▁MENTAL
	- ▁SAL
	- ▁CORRECT
	- ▁RICH
	- TRO
	- ▁IDEAS
	- ▁COUNTRIES
	- ▁UNDERSTANDING
	- ▁INCLUDE
	- ELL
	- ▁POPULATION
	- ▁FLU
	- ▁USUALLY
	- ▁AGREE
	- ▁PEACE
	- ▁FELLOW
	- ▁STAGE
	- ▁YE
	- IBLE
	- EE
	- ▁STANDARD
	- ▁DISC
	- ▁SPEAKING
	- ▁CHOICE
	- ▁HIGHER
	- ▁PU
	- ▁CHAR
	- EM
	- ▁TRADE
	- ▁STRANGE
	- ▁TEND
	- MED
	- ▁SPOKE
	- ▁DAR
	- ▁NOTE
	- ▁KID
	- ▁SAVE
	- ▁SISTER
	- EA
	- ▁JUDGE
	- ▁ROLL
	- ▁WHOSE
	- THE
	- ▁CLEAN
	- ITION
	- ZE
	- ▁LEG
	- TURE
	- ▁DEGREE
	- ▁GOOGLE
	- EX
	- ▁SC
	- IV
	- ▁TRACK
	- ▁JOIN
	- ▁BEAR
	- ▁BEN
	- ▁COMPUTER
	- ▁HOST
	- ▁MOVED
	- ▁EARLIER
	- ▁DIRECTION
	- ▁PLANT
	- ▁FILM
	- ▁ORIGINAL
	- ▁GI
	- ▁DRIVE
	- ▁LAUGH
	- ▁LOWER
	- MIT
	- ▁MODERN
	- ▁GE
	- ▁FOLLOWING
	- ▁BURN
	- ▁SORRY
	- ▁PARTICULARLY
	- ▁NU
	- ▁DELIVER
	- AH
	- ▁EIGHTY
	- ▁SUDDENLY
	- ▁HAT
	- ▁Z
	- ▁HOSPITAL
	- ▁ORGANIZATION
	- NEY
	- ▁SPENT
	- LAN
	- ▁LIKELY
	- AG
	- CTOR
	- ▁HUSBAND
	- ▁HY
	- ▁EMAIL
	- ▁EAR
	- FORM
	- ▁BED
	- ▁HALL
	- ▁GUN
	- ▁ASKING
	- ▁PUSH
	- GI
	- ▁DRESS
	- ▁CHRISTIAN
	- ▁BALL
	- ▁BLA
	- ▁RULE
	- ▁DROP
	- ▁FELL
	- ASS
	- ▁GOAL
	- ▁AUTHOR
	- ▁REP
	- IDE
	- AND
	- EY
	- ▁CU
	- ▁PLATFORM
	- ▁LIVED
	- ▁HILL
	- ▁PULL
	- ▁LOSE
	- ▁COMPLETE
	- ▁SECURITY
	- ▁PAN
	- ▁SUPPOSED
	- ▁OURSELVES
	- ▁CHANGES
	- ▁CAMPAIGN
	- ▁INSTANCE
	- ▁APPEAR
	- ▁SELECT
	- LET
	- ▁TRAINING
	- ▁HEARING
	- FE
	- ▁ELEMENT
	- ▁POD
	- ▁RESOURCES
	- ▁DRINK
	- ▁REVIEW
	- ▁J
	- ▁OPINION
	- KA
	- ▁THEREFORE
	- ▁TILL
	- ▁REC
	- ▁SEAT
	- ▁ROSE
	- ▁SIZE
	- ▁PORT
	- ▁INFLUENCE
	- ▁PUTTING
	- ▁SMILE
	- ▁ABILITY
	- ▁CARRY
	- ▁MOTION
	- ▁ATTEMPT
	- ▁INCLUDING
	- ▁VARIOUS
	- ▁QUIET
	- ▁CARD
	- ▁DIED
	- ▁CURRENT
	- ▁FINAL
	- ▁SHOT
	- ▁SUCCESSFUL
	- ▁RECEIVED
	- AI
	- DEN
	- UAL
	- TAN
	- ▁BROAD
	- ▁COUNCIL
	- ▁TELLING
	- IFICATION
	- ▁BRE
	- ▁PROVE
	- ▁NOTICE
	- ▁STRAIGHT
	- ▁INCREASE
	- ▁POWERFUL
	- ▁HOT
	- TRA
	- ▁EVENT
	- ▁SERIES
	- ▁REGION
	- IUM
	- ▁OB
	- ▁MANNER
	- ▁CHIEF
	- ▁ARMY
	- ▁LEGAL
	- ▁CONF
	- ▁GLAD
	- ▁SPOT
	- STR
	- ▁CHOOSE
	- ▁FAN
	- ▁FEDERAL
	- ▁FUND
	- BLE
	- ▁FORGET
	- ▁GOLD
	- ▁FACTOR
	- ▁TAX
	- ▁SCENE
	- ▁ALLOWED
	- ▁PAR
	- ▁MEANT
	- ▁NUMBERS
	- ▁DISTRICT
	- ▁AFRAID
	- ▁MI
	- ▁FORTH
	- ▁FLOOR
	- ▁PREVENT
	- ▁DESIRE
	- ▁ISLAND
	- ▁DIRECT
	- ▁EAST
	- ▁STRENGTH
	- ▁FRENCH
	- ▁FILE
	- ▁BORN
	- ▁CHINA
	- UB
	- ▁GROWING
	- ▁SCAR
	- ▁STARTING
	- ▁AUTO
	- ▁TRIAL
	- ▁KE
	- IZING
	- ▁ENJOY
	- ROOM
	- ▁FINDING
	- ▁MEMBER
	- ▁PROGRESS
	- ▁ANYBODY
	- ▁MEMORY
	- ▁BABY
	- ▁ARGUMENT
	- ▁GENE
	- ▁CAPITAL
	- EG
	- ▁ANNE
	- ▁CRIME
	- GAN
	- ▁GAR
	- ▁SPREAD
	- ▁SOUNDS
	- ▁TAKES
	- ▁ACCEPT
	- CRA
	- OME
	- ▁HONOR
	- ▁PRINCE
	- ▁DEMAND
	- ▁GENERATION
	- ▁BRAND
	- AU
	- ▁CAREER
	- IER
	- AB
	- ▁MEDICAL
	- ▁AREAS
	- ▁INTERNET
	- ▁MC
	- POINT
	- ▁SIGNIFICANT
	- ▁POP
	- ▁NONE
	- ▁IMMEDIATELY
	- ▁SUPPOSE
	- ▁MILITARY
	- ▁FAITH
	- ▁TREATMENT
	- ▁SIGHT
	- ▁STRUCTURE
	- ▁FOLKS
	- ▁AREN
	- ▁BATTLE
	- ▁DISCUSSION
	- DAY
	- ▁TREAT
	- ▁RELIGION
	- ▁SWEET
	- ▁COOK
	- ▁ACTUAL
	- ▁SPEECH
	- ▁LIE
	- ▁DAVID
	- ▁BUNCH
	- OC
	- OD
	- ▁GREW
	- ▁SHAPE
	- NDER
	- PS
	- ▁RESPOND
	- ▁PARA
	- ▁SERIOUS
	- ▁RECOGNIZE
	- ▁DAILY
	- ICE
	- ▁FORMER
	- ▁REALITY
	- ▁BAN
	- ▁PARTNER
	- ▁DIRECTOR
	- ▁CRY
	- ▁OFFICIAL
	- ▁STUDIES
	- ▁GLOBAL
	- ▁CAMP
	- ▁BOTTOM
	- ▁ENGINEER
	- ▁PLAYING
	- ▁QUALITY
	- ▁LOCK
	- ▁SELL
	- ▁FLO
	- ▁STO
	- ▁VERSION
	- ▁GROUPS
	- ▁SOFT
	- ▁ELECTION
	- ▁ARMS
	- ▁COMPLEX
	- ▁CONGRESS
	- HER
	- ▁POSITIVE
	- ▁LOVED
	- J
	- ▁FAMILIES
	- ▁PROPERTY
	- ▁TOWARD
	- RATION
	- ▁RECENTLY
	- ▁OCCASION
	- ▁CANCER
	- ▁SEPARATE
	- HAM
	- ▁MORAL
	- ▁BELOW
	- ▁FOLLOWED
	- ▁FINANCIAL
	- ▁GETS
	- ▁RELIGIOUS
	- ▁STANDING
	- PRO
	- ▁CRO
	- ▁MASS
	- ▁SCALE
	- VIS
	- ▁SLOW
	- ▁RID
	- ▁WEB
	- ▁BASE
	- ▁BLOCK
	- ▁PAID
	- ▁SUMMER
	- ▁GRANT
	- ▁QUI
	- CHES
	- ▁INTERNATIONAL
	- ▁DISCUSS
	- ▁COL
	- ▁METHOD
	- CENT
	- ▁RADIO
	- ▁CONNECTION
	- ▁THROW
	- ▁REASONS
	- ▁ECONOMY
	- ▁THY
	- ▁SEX
	- ▁REACHED
	- ▁MOUNTAIN
	- ▁INSTITUTION
	- ▁SAD
	- ▁SCHOOLS
	- ▁PREVIOUS
	- ▁ENTER
	- ▁EIGHTEEN
	- ▁SCO
	- ▁SOLUTION
	- ▁TOOLS
	- ▁EXCITED
	- ▁MAP
	- ▁CRU
	- ▁EXPRESS
	- ▁BROWN
	- ▁SYSTEMS
	- KIN
	- ▁MOR
	- ▁VISION
	- ▁EXPERT
	- ▁ARTIST
	- ▁STONE
	- ▁GRAND
	- ▁SICK
	- ▁TRO
	- ▁ENGINEERING
	- ▁EVENTS
	- ▁LITERALLY
	- ▁ATTEND
	- ▁SMART
	- RIE
	- ▁ADDED
	- ▁FAT
	- ANTS
	- ▁NECESSARY
	- ▁PRINT
	- ▁SEASON
	- ▁POPULAR
	- ▁EXPERIMENT
	- ▁RESULTS
	- ▁CONCEPT
	- RATE
	- ▁FOUNDATION
	- ▁ER
	- ▁X
	- ▁BACKGROUND
	- ▁MOM
	- ▁RISE
	- ▁WORSE
	- ▁DEBATE
	- ▁CORNER
	- ▁SIM
	- ▁TREE
	- ▁ZERO
	- ▁DISTANCE
	- ▁MISTAKE
	- ▁WARM
	- ▁HUM
	- ▁SUM
	- ACT
	- BOARD
	- ▁JOY
	- EV
	- ▁PLA
	- ▁NECESSARILY
	- QU
	- ▁QUA
	- ▁STATEMENT
	- ▁FRA
	- ▁JUMP
	- ▁REQUEST
	- ▁PETER
	- ▁DATE
	- ISED
	- ▁CHO
	- ▁ANSWERED
	- ▁PERFORM
	- ▁ESSENTIALLY
	- ▁TEACH
	- ▁CONNECT
	- ▁THROUGHOUT
	- ▁BRIEF
	- ▁STREAM
	- OLD
	- ▁STRA
	- ▁DAD
	- ▁SHOWS
	- ▁WAITING
	- CAR
	- ▁STICK
	- ▁YA
	- PRESS
	- ▁QUOTE
	- ▁THOU
	- ▁HANG
	- ▁MIX
	- ROW
	- ▁MILES
	- ▁OPENED
	- ▁HEY
	- ▁HATE
	- ▁MEANING
	- MY
	- ▁DRAW
	- ▁STOPPED
	- ▁CONDITION
	- ▁GAIN
	- ▁EXTRA
	- ADE
	- ▁RETURNED
	- ▁SHUT
	- ▁CLEARLY
	- ▁CELL
	- ▁PLANET
	- ▁CAPTAIN
	- ▁SHOP
	- ▁BRIGHT
	- ▁CONTINUED
	- MOR
	- ▁ARTICLE
	- ▁LOG
	- ENCY
	- UTE
	- ▁CHANNEL
	- ▁MOUTH
	- ▁NOBODY
	- ▁MID
	- ▁NEARLY
	- ▁ELEVEN
	- ▁RANGE
	- ▁SLIDE
	- ▁LOSS
	- ▁PLEASURE
	- ▁SPI
	- KI
	- ▁FAVORITE
	- ▁INDIAN
	- ▁CRIED
	- ▁DIRECTLY
	- ▁GATHER
	- ▁GARDEN
	- ▁ELECT
	- ▁CREDIT
	- ▁ARCH
	- ▁AWARE
	- ▁PERSPECTIVE
	- ▁BRITISH
	- ▁EUROPE
	- IF
	- ▁WAVE
	- ▁POLITICS
	- ▁HURT
	- ▁SHI
	- ▁HEAVY
	- ▁KILLED
	- ▁ROMAN
	- ▁SHOWED
	- ▁REGULAR
	- PORT
	- ▁COMMENT
	- NC
	- ▁EDGE
	- ENED
	- ▁ADVANTAGE
	- ▁TOTALLY
	- ▁FRANK
	- FOR
	- ▁COLLECT
	- ▁MURDER
	- ▁OPERATION
	- ▁LIMIT
	- ▁HUNT
	- ▁REALIZE
	- ▁BOAT
	- ▁HABIT
	- ▁GIRLS
	- ▁REV
	- ▁GUARD
	- ▁SPEED
	- ▁WRITER
	- ▁DEVICE
	- HU
	- LIT
	- ▁STATION
	- TIES
	- ▁CAUGHT
	- FO
	- ▁CITIZEN
	- ▁SUGGEST
	- ▁CATCH
	- ▁EASILY
	- ▁PATIENTS
	- ▁SHIFT
	- ▁THEORY
	- ▁LABOR
	- '01'
	- ▁GRO
	- ▁SPIRITUAL
	- ▁SPRING
	- ▁ORGAN
	- ▁CENTRAL
	- ▁CRAZY
	- ▁COUNTY
	- ▁TARGET
	- ▁CAL
	- ▁COMMITTEE
	- ▁CONSIDERED
	- ▁LIFT
	- PART
	- ▁IMPROVE
	- ▁WASHINGTON
	- ▁WALKED
	- ▁TE
	- ▁WORRY
	- ATH
	- ▁SI
	- ▁CI
	- ▁BEAT
	- ▁PROFESSIONAL
	- ▁BUR
	- WIN
	- ▁COMMUNITIES
	- ▁NATIVE
	- ▁DUE
	- ▁BROKEN
	- ▁SUIT
	- ▁GAS
	- ▁SETTING
	- ▁CONDUCT
	- ▁MARCH
	- KER
	- ICALLY
	- ▁ANYWAY
	- ▁ENGLAND
	- ▁PERFORMANCE
	- ▁BENEFIT
	- ▁GENERALLY
	- ▁TOPIC
	- ▁GIVES
	- ▁BIGGEST
	- ▁DESCRIBE
	- ▁MIN
	- ▁FINGER
	- ▁HARM
	- ▁CROWD
	- TERN
	- ▁SAFETY
	- ▁REPUBLICAN
	- ▁THREAT
	- ▁STRESS
	- ▁HELPED
	- JA
	- ▁CONTACT
	- ▁SERVE
	- ▁RAISED
	- ▁PATIENT
	- ▁CONTEXT
	- COM
	- ▁TASK
	- ▁MATCH
	- ▁HEAVEN
	- ▁DECIDE
	- ▁BASIC
	- ▁SLOWLY
	- ▁WILLING
	- ▁VO
	- ▁TITLE
	- ▁PLAIN
	- ▁PRINCIPLE
	- ▁RECEIVE
	- ▁MINISTER
	- ▁APPRECIATE
	- ▁QUE
	- ▁BLE
	- ▁USEFUL
	- ▁PRODUCTION
	- MER
	- ▁REMIND
	- ▁SKY
	- ▁CONTRACT
	- ▁THUS
	- ▁ITEM
	- ▁DOT
	- ▁STRUGGLE
	- ▁UNIT
	- INS
	- ▁PIN
	- BEL
	- ▁NAMED
	- GAR
	- ▁MARRIED
	- ▁JOURNEY
	- ▁DEV
	- AV
	- ZA
	- POSE
	- ▁WEIGHT
	- ▁BUTTON
	- LIGHT
	- CHED
	- ▁TERRIBLE
	- ▁FRESH
	- HAN
	- ▁GLASS
	- ▁WEAK
	- ▁RECOMMEND
	- AY
	- ▁BLOW
	- ▁COP
	- FULLY
	- JU
	- ▁MARY
	- ▁CLIENT
	- ▁ENCOURAGE
	- ▁ED
	- ▁VAN
	- ▁ASPECT
	- ▁GREATER
	- ▁JACK
	- ▁REPLIED
	- ▁INSTANT
	- LIKE
	- ▁SAM
	- XI
	- ▁LY
	- ▁BILLION
	- ▁PRESSURE
	- ▁AFTERNOON
	- ▁LINES
	- ▁GROWTH
	- ▁ACCORDING
	- ▁MAG
	- ▁SOMEWHERE
	- ▁LONDON
	- ▁EXERCISE
	- ▁FER
	- ▁CAST
	- ▁ANIMALS
	- ▁BECOMES
	- ▁DINNER
	- MATE
	- ▁FREEDOM
	- ▁DRUG
	- ▁PRISON
	- ▁PARTS
	- ▁SPORT
	- PEN
	- ▁ROB
	- AF
	- ▁ACHIEVE
	- ▁LENGTH
	- ▁SQUARE
	- ▁KI
	- LD
	- RIGHT
	- ANE
	- ▁STOCK
	- ▁FILL
	- ▁AUSTRALIAN
	- ▁ESCAPE
	- ▁RAIN
	- ▁AFFECT
	- VERSE
	- ▁AVOID
	- IFF
	- ▁EXTREMELY
	- TERED
	- ▁SILENCE
	- ▁RAT
	- ▁MANAGEMENT
	- ▁SHOULDER
	- ▁OIL
	- ▁PET
	- PPING
	- PLE
	- ▁MULTIPLE
	- ▁ACTIVE
	- ▁SECTION
	- ▁CONTAIN
	- ▁YOUTUBE
	- ▁UNION
	- ▁VIOLENCE
	- ▁RECENT
	- NNE
	- ▁Y
	- ▁TRE
	- ▁PROTEST
	- ▁TEACHER
	- ▁RECOVER
	- QUA
	- ▁BEHAVIOR
	- ▁RELATED
	- ▁PATTERN
	- ▁DESTROY
	- ▁REDUCE
	- ▁TER
	- OK
	- ▁ALTHOUGH
	- ▁EDIT
	- ▁WEIRD
	- ▁APPLY
	- ▁GUEST
	- ▁RULES
	- ▁BAT
	- ▁BUDGET
	- ▁PRODUCED
	- ▁EASIER
	- ▁LACK
	- ▁CRITICAL
	- ▁ADVICE
	- ▁PRODUCE
	- ▁DEVELOP
	- ▁BELL
	- ▁PROUD
	- ▁CARRIED
	- ▁CHRIST
	- ▁COMMISSION
	- ▁LAWS
	- ▁LAWYER
	- ▁CONDITIONS
	- ▁SCA
	- ▁MOON
	- PLACE
	- ▁LIBRARY
	- ▁EXCEPT
	- ▁FUNNY
	- ▁EVENTUALLY
	- ▁TEACHING
	- ▁TRIP
	- ▁PHOTO
	- ▁CLOSED
	- ▁TOOL
	- TABLE
	- WORK
	- SHED
	- ▁OUGHT
	- ▁SURFACE
	- ▁OLDER
	- ▁PRIOR
	- ▁DISCOVERED
	- ▁POTENTIAL
	- ▁SOLVE
	- ▁APPEARED
	- ▁TOTAL
	- ▁BIGGER
	- ▁BAND
	- ▁HONEST
	- ▁BALANCE
	- ▁WALKING
	- ▁MAC
	- ▁GERMAN
	- PRI
	- ▁ADULT
	- ULAR
	- ▁FAMILIAR
	- LOG
	- ▁MISSION
	- ▁QUARTER
	- ▁FAIL
	- ▁DAM
	- ▁IMPOSSIBLE
	- ▁DEVELOPED
	- ▁SURPRISE
	- ▁CHANGING
	- ▁VIDEOS
	- LUM
	- ▁SUFFER
	- ▁AMERICANS
	- ▁DANGER
	- ▁FIRM
	- ▁SEEK
	- ▁FEED
	- ▁STEPS
	- ▁SEXUAL
	- ▁AVERAGE
	- ▁FLAT
	- ▁PROMISE
	- ▁PARENT
	- ▁TONIGHT
	- ▁PLAYED
	- ▁SCIENTIFIC
	- ▁FULLY
	- ▁TEACHERS
	- ▁ANIMAL
	- ▁ENDED
	- ▁LESSON
	- ▁RAISE
	- ▁MENTION
	- ▁WEAR
	- ▁FOREIGN
	- EF
	- ▁ISRAEL
	- ▁PRESENCE
	- ▁SKIN
	- ▁KINDS
	- ▁ADMINISTRATION
	- ▁GUIDE
	- ▁JOBS
	- ▁MAINTAIN
	- ▁BEAUTY
	- URING
	- ▁CAMERA
	- ▁BESIDE
	- ▁KNEE
	- CUR
	- ▁PREFER
	- ▁PRODUCTS
	- ▁EFFECTIVE
	- ▁BROKE
	- ▁WEREN
	- ▁EXPECTED
	- ARIAN
	- ▁TREES
	- RRI
	- ▁TYPES
	- ▁FLA
	- ▁FAMOUS
	- ▁COVERED
	- ▁LOAD
	- ▁COPY
	- ▁SCH
	- ▁CREATING
	- UFF
	- ▁DIG
	- ▁DOUBLE
	- '02'
	- ▁GIFT
	- ULATE
	- ▁MARRIAGE
	- ▁LARGER
	- MAR
	- ▁CRISIS
	- ▁SKI
	- AGING
	- ▁ROW
	- ▁SIN
	- ▁FARM
	- IGHT
	- ▁REFLECT
	- ▁WESTERN
	- ▁TIM
	- ▁CLIMATE
	- ▁POINTS
	- LOR
	- ▁GEORGE
	- CIOUS
	- ▁H
	- ▁FILLED
	- ▁SPECIES
	- ▁WORKERS
	- ULATION
	- ▁LIN
	- ▁ATTRACT
	- ▁EMOTION
	- ▁SIXTEEN
	- ▁THOUGHTS
	- ▁CRI
	- ▁GATE
	- ▁COMMUNICATION
	- ▁PROP
	- ▁ILL
	- ▁CALIFORNIA
	- ▁USER
	- ▁PAUL
	- ▁INFRASTRUCTURE
	- ▁SENTENCE
	- ▁FIX
	- ▁TV
	- ▁CITIES
	- LK
	- ▁SER
	- ▁MODE
	- ▁PIECES
	- 'OFF'
	- MET
	- ▁STYLE
	- ▁FOURTEEN
	- '00'
	- ▁DELIGHT
	- ▁BELONG
	- ▁TEA
	- ▁PREDICT
	- ▁COMMENTS
	- HOOD
	- ▁OCCUR
	- ▁JOE
	- ▁CONCERNED
	- ▁REFER
	- ▁BOW
	- ▁VILLAGE
	- ▁DETAIL
	- ▁ARGUE
	- ▁MULTI
	- ▁ENTIRELY
	- ▁INVENT
	- ▁RING
	- ▁PLUS
	- ▁TRADITION
	- ▁AFFAIR
	- ▁HERO
	- ▁PLAYER
	- ▁PROGRAMS
	- HOUSE
	- POSITION
	- ▁WEALTH
	- ▁ABUSE
	- GON
	- ▁EXPRESSION
	- ▁CY
	- ▁ICE
	- ▁SNOW
	- ▁REALIZED
	- ▁ENEMY
	- ▁PACK
	- TES
	- ▁WANTS
	- OON
	- ENING
	- ▁TASTE
	- ▁TUR
	- ▁MIL
	- IB
	- ▁IRON
	- JO
	- ▁SURVEY
	- ICI
	- ▁PROCEED
	- ▁POLL
	- ▁OWNER
	- ▁REF
	- ▁COLLECTION
	- ▁MANAGER
	- DUC
	- OSE
	- ▁REQUIRED
	- NIGHT
	- ▁BOYS
	- ▁JESUS
	- ▁RELATION
	- VIN
	- ▁FUR
	- ▁SUDDEN
	- ▁GREATEST
	- ▁JAMES
	- ▁CURIOUS
	- HEL
	- ATORY
	- VY
	- ▁ANYMORE
	- UC
	- ▁GRAVE
	- ▁QUEEN
	- ▁HEAT
	- ▁PHILOSOPHY
	- ▁CRIMINAL
	- ▁GLO
	- ▁SPEAKER
	- ▁REACT
	- UG
	- WELL
	- ▁MICRO
	- ▁SHOWING
	- ▁LOTS
	- ▁UNDERSTOOD
	- WAR
	- ▁LEADER
	- ▁REVOLUTION
	- ▁BELIEF
	- ▁CHAT
	- ▁SAIL
	- ▁INTELLIGENCE
	- ▁AFFORD
	- ▁FAVOR
	- ▁SAND
	- ▁TRICK
	- ▁DANGEROUS
	- BAR
	- ▁BECOMING
	- ▁MALE
	- ▁BOUND
	- ORY
	- ▁OCEAN
	- ▁TRULY
	- ▁HEALTHY
	- ▁SOMEHOW
	- ▁TAUGHT
	- ▁CONSEQUENCE
	- ▁ALIVE
	- ▁BASIS
	- ▁FOREST
	- ▁GEN
	- ▁CREATURE
	- ▁UNIQUE
	- ▁DAN
	- ▁ENTERED
	- ▁OPENING
	- ▁CALLING
	- ▁CELLS
	- ▁WILLIAM
	- ▁DECISIONS
	- HOLD
	- ▁DATABASE
	- ▁PANEL
	- ▁VICTIM
	- ▁FUNDAMENTAL
	- ▁UNLESS
	- ▁FEMALE
	- DIN
	- ▁INCOME
	- VAN
	- ▁DANCE
	- ▁PREPARED
	- ▁LEADING
	- ▁CIRCUMSTANCES
	- ▁TRADITIONAL
	- ▁SHOCK
	- LIES
	- ▁WITNESS
	- ▁CORE
	- ▁HIGHLY
	- ▁SHARP
	- ▁INCREASING
	- ▁CLUB
	- ▁VOL
	- ▁OPTION
	- ▁OFFICER
	- ▁MAJORITY
	- ▁AUTHORITY
	- ▁ANCIENT
	- ▁CE
	- ▁HOLE
	- ▁REMARK
	- ▁BUS
	- ▁BARR
	- DU
	- ▁DIGITAL
	- ▁FIGHTING
	- ▁CANDIDATE
	- ▁COAST
	- OO
	- BOOK
	- ▁LAUNCH
	- ▁SALES
	- ▁ANGEL
	- ▁LAID
	- ▁LOUD
	- ▁FAIRLY
	- ▁SYN
	- ▁TURNS
	- ▁INVEST
	- ▁MAL
	- ▁TECHNICAL
	- ▁EMPLOY
	- ▁THIRTEEN
	- ▁ADDITIONAL
	- ▁NOVEL
	- ▁SPEC
	- ▁UPDATE
	- KY
	- ▁EMOTIONAL
	- ▁DEFINE
	- ▁COMFORT
	- ▁INDIVIDUALS
	- ▁MAGIC
	- ROUS
	- ▁EFFECTS
	- ▁MILL
	- ▁TRANSFORM
	- ▁UNIVERSE
	- IED
	- ▁RUSH
	- ▁DISCOVER
	- ▁DAMAGE
	- ▁ASSUME
	- ▁FEATURES
	- ▁COMPLAIN
	- ▁WORST
	- ▁PUR
	- ▁CONFERENCE
	- ▁SENIOR
	- ICA
	- ▁PAINT
	- ▁HELPING
	- ▁INCREDIBLE
	- ACK
	- ▁SHOULDN
	- ▁POSSIBLY
	- ▁
	- ▁VIRUS
	- ▁YO
	- ▁COLLEAGUE
	- ▁CONNECTED
	- ▁BELIEVED
	- ▁EDITOR
	- ▁TWITTER
	- ▁WATCHED
	- ▁PLANNING
	- ▁CONFLICT
	- ▁MANAGE
	- ▁FRANCE
	- ▁EVIL
	- ▁HOLDING
	- ▁CUSTOM
	- ▁DEL
	- ▁ROUGH
	- ▁BRO
	- ▁GENTLEMAN
	- ▁DEVELOPER
	- ▁LETTERS
	- SPEC
	- OF
	- ▁LEAVING
	- ILITY
	- ▁SLAVE
	- ▁PERFECTLY
	- ▁EMPLOYEE
	- EK
	- ▁TESTING
	- ▁FLY
	- ▁PRI
	- ▁BORDER
	- ▁SESSION
	- ▁TURNING
	- ▁NOTICED
	- ▁SIGNAL
	- ▁EGG
	- ▁STRUCK
	- UCH
	- ▁FEATURE
	- ▁FU
	- ▁TY
	- ▁LEADERS
	- ▁SILENT
	- BRA
	- ▁TIP
	- ▁CAMPUS
	- ▁BLIND
	- ▁WEAPON
	- ▁ADOPT
	- ▁AFRICAN
	- ▁YOUTH
	- ▁RARE
	- ▁FINISHED
	- ▁POCKET
	- ▁HANDLE
	- ▁BRIDGE
	- ▁SEVENTEEN
	- ▁TERROR
	- ▁ONTO
	- ▁CIRCLE
	- OLOGIST
	- ▁BRINGING
	- ▁ADDITION
	- ▁SPECIFICALLY
	- ▁EATING
	- ▁WOUND
	- ▁FOURTH
	- ▁WINTER
	- ▁ROBERT
	- ▁THOUSANDS
	- ▁COLON
	- ▁GOVERNOR
	- ▁CONSTITUTION
	- ▁MOSTLY
	- ▁EXTEND
	- ▁ACTIVITY
	- ▁COMFORTABLE
	- ERSON
	- ▁INDEPENDENT
	- ▁NEGATIVE
	- ▁PROJECTS
	- ▁PUBLISHED
	- ▁BAG
	- RAC
	- ▁PRODUCER
	- ▁CREATIVE
	- ▁HUNG
	- '03'
	- INA
	- ▁KO
	- ▁CENTRE
	- ▁DREW
	- ▁IDENTIFY
	- ▁LOCATION
	- ▁NOISE
	- ▁CHINESE
	- ▁KEEPING
	- ▁PRAY
	- ▁SERVANT
	- ITI
	- ▁RELEASE
	- ▁COUNTER
	- ▁SHADOW
	- ▁DESCRIBED
	- ▁INITIAL
	- ▁VISUAL
	- RICK
	- ▁APPLE
	- ▁MEDICINE
	- ▁PROVIDED
	- ▁SURPRISED
	- ▁DEFEND
	- ▁SLO
	- ▁SKILLS
	- ▁DESIGNED
	- ▁FASHION
	- MMER
	- ▁BUCK
	- ▁FAILURE
	- ▁ARRIVED
	- ▁SWITCH
	- ▁SCIENTISTS
	- ▁APPEAL
	- ▁THICK
	- ▁OPPOSITE
	- ▁CURRENTLY
	- ▁PASSION
	- ▁UNCLE
	- ▁MASSIVE
	- ▁ACCIDENT
	- ▁ANGRY
	- ▁IMPLEMENT
	- ▁ARAB
	- ▁BIRTH
	- ▁JOURNAL
	- ▁DIVIDE
	- ▁TALL
	- ▁OFFICERS
	- ▁DUTY
	- ▁KICK
	- ▁AID
	- ▁SHOUT
	- ▁ENGAGED
	- ▁BULL
	- ▁BIO
	- ▁TEMP
	- ▁TECH
	- ▁ADVANCE
	- ▁SUFFERING
	- ▁NECK
	- ▁CULTURAL
	- ▁DRUGS
	- ▁DEMOCRAT
	- ▁DEBT
	- FORD
	- ▁DESCRIPTION
	- ▁SCHOLAR
	- ▁NEITHER
	- ▁THIN
	- ZI
	- ▁STRETCH
	- ▁FUNDING
	- UE
	- ▁ANYWHERE
	- ▁VAST
	- ▁SUCCEED
	- ▁QUAL
	- ▁COACH
	- ▁CAPACITY
	- CHI
	- ▁GRADUATE
	- ▁EMPIRE
	- ▁DEALING
	- ▁MESS
	- ▁PRACTICAL
	- ▁HAM
	- PAR
	- ▁SHOWN
	- ▁GRACE
	- ▁INTENTION
	- GUE
	- ▁STRATEGY
	- ▁CALM
	- ▁APPEARANCE
	- ▁EUROPEAN
	- KEN
	- ▁SMALLER
	- ▁TINY
	- ▁FRUIT
	- ▁WINE
	- ▁COLUMN
	- BLING
	- ▁UTTER
	- ▁PICTURES
	- ▁WOW
	- ▁PAYING
	- ▁HOL
	- ▁PHOTOGRAPH
	- ▁REG
	- ▁STRANGER
	- ▁MIT
	- ▁PROFIT
	- ▁LEN
	- ▁DISAPPEAR
	- ▁DRIVING
	- ▁DRY
	- ▁POET
	- ▁OTHERWISE
	- ▁OUTCOME
	- ▁SOMEWHAT
	- ▁HOTEL
	- ▁FINISH
	- ▁LAKE
	- ▁CONSUMER
	- ▁SHARED
	- ▁REPLACE
	- ▁LAYER
	- OLOGICAL
	- ▁COMPLICATED
	- ▁FOCUSED
	- ▁LAU
	- ▁STORM
	- ▁GOTTEN
	- HR
	- ▁PRESENTATION
	- ▁YARD
	- ▁PH
	- ▁AWFUL
	- ISING
	- ▁ROOT
	- ▁FORCES
	- MATIC
	- ▁CAPTURE
	- ▁EXPLORE
	- ▁CLO
	- BACK
	- ▁DEEPLY
	- OVER
	- ▁DIA
	- ▁EVERYWHERE
	- MARK
	- ▁USUAL
	- ▁CHAIN
	- ▁NARROW
	- ▁PROTECTION
	- ▁RUB
	- ▁GRADE
	- ▁ULTIMATELY
	- ▁VALLEY
	- ▁MICHAEL
	- ▁INTERPRET
	- BERG
	- CLE
	- ▁LAB
	- ▁OPPORTUNITIES
	- ▁WISE
	- ▁RUSSIAN
	- ▁EXCITING
	- ▁PLACED
	- ▁SUPPLY
	- ▁DIV
	- ▁PAUSE
	- ▁INVESTIGATION
	- ▁REVEAL
	- ▁PUBLISH
	- ▁TRAFFIC
	- ▁HISTORICAL
	- ▁APART
	- ▁BENEFITS
	- ARI
	- ▁DROPPED
	- ▁EXPAND
	- ▁ENGINE
	- ▁GRAPH
	- ▁DEPLOY
	- ▁PRAYER
	- ▁EXTENT
	- ▁INVESTMENT
	- ▁SLIP
	- HEN
	- ▁AWESOME
	- ▁CAUSED
	- ▁DETAILS
	- ▁REFORM
	- ▁FRAME
	- ▁EXECUTIVE
	- ▁OPTIONS
	- ▁EU
	- ▁ASSOCIATION
	- ▁INCREDIBLY
	- ▁LEADERSHIP
	- ▁FALSE
	- ▁PURE
	- ▁WEATHER
	- ▁GALL
	- ▁COMPONENT
	- ▁POEM
	- ▁REMAINED
	- ▁SUSTAIN
	- ▁AWARD
	- ▁DECADES
	- ▁LIPS
	- ▁FAILED
	- ▁NEWSPAPER
	- ▁DRAWING
	- ▁ODD
	- ▁TIGHT
	- ▁OFFERED
	- ▁ANXIETY
	- ▁FORCED
	- ▁PROPER
	- ▁GLANCE
	- ▁APPROPRIATE
	- ▁YELLOW
	- ▁HARDLY
	- ▁SLIGHTLY
	- ▁CUP
	- LOAD
	- ▁BUSINESSES
	- DOWN
	- ▁HAPPINESS
	- ▁ACCOMPLISH
	- IBILITY
	- ICK
	- ▁STEVE
	- ▁BUN
	- ▁SENATE
	- ▁SOLD
	- ▁RESPONSIBILITY
	- ▁SHIT
	- ▁TWICE
	- ▁DISPLAY
	- ▁JOKE
	- ▁MARKETING
	- TERM
	- ▁RANK
	- ▁WHEEL
	- DDLE
	- ▁LAUGHED
	- ▁CUSTOMERS
	- ARIES
	- OTH
	- HAND
	- ▁EPI
	- ▁SHAME
	- ▁BIRD
	- INESS
	- ▁WORRIED
	- ▁CLOTHES
	- ▁LEAN
	- ▁WAL
	- ▁SKILL
	- ▁PRIMARY
	- ▁ENORMOUS
	- ▁YESTERDAY
	- ▁REFERENCE
	- ▁SPENDING
	- ▁TOUGH
	- ▁BRU
	- ▁CHEAP
	- COMP
	- ▁CONFIDENCE
	- ▁WAKE
	- ▁BOUGHT
	- ▁BUSH
	- ▁JIM
	- ▁ESTABLISH
	- ▁TOMORROW
	- ▁CENT
	- ▁SERVER
	- ▁USERS
	- ▁INDIA
	- ▁STRIKE
	- ▁SOLDIERS
	- IVITY
	- ▁SUBSCRIBE
	- ▁COMMERCIAL
	- ▁AGREEMENT
	- ▁NPR
	- ▁EXTRAORDINARY
	- ▁KITCHEN
	- ▁VERSUS
	- ▁EXACT
	- ▁BREAD
	- ▁GROWN
	- ▁COUNSEL
	- ▁TEARS
	- ▁SUNDAY
	- ▁KINGDOM
	- '0000005'
	- ▁SECURE
	- ▁COFFEE
	- ▁ROYAL
	- ▁VIRTUAL
	- ▁SMITH
	- ▁DEMOCRATIC
	- ▁UNTO
	- ITUDE
	- ▁GRASS
	- ▁INTERNAL
	- ▁FASTER
	- ▁HAN
	- ▁TROOPS
	- ▁HELPFUL
	- ▁INCLUDED
	- ▁LIMITED
	- ▁CHAPTER
	- ▁BIRDS
	- ▁CLASSES
	- ▁ACADEMIC
	- ▁EXPENSIVE
	- ANA
	- ▁REACTION
	- ▁BODIES
	- ▁AGREED
	- ▁ERA
	- ▁SMOKE
	- ▁CHRISTMAS
	- ▁COMPANION
	- OU
	- ▁KISS
	- ▁INSTITUTE
	- ▁SURVIVE
	- ▁INCREASED
	- ▁NEIGHBORHOOD
	- ▁COAL
	- ▁SCORE
	- ▁IDEAL
	- ▁MUSLIM
	- ▁IDENTITY
	- ▁BUSY
	- ▁UNIVERSAL
	- ▁RESIDENT
	- ▁SERIOUSLY
	- ▁ZE
	- ▁NOTION
	- ▁CATHOLIC
	- HAR
	- ▁AMAZON
	- ▁RESPONSIBLE
	- ▁GAY
	- ▁PULLED
	- ▁CONSTANT
	- ▁AFRICA
	- ▁CONSTANTLY
	- ▁IMPORTANCE
	- ▁TIRED
	- ▁DRAG
	- ▁OBVIOUS
	- ▁DRIVER
	- ▁ISLAM
	- ▁Q
	- ▁GIANT
	- ▁DISORDER
	- ▁EXISTENCE
	- ▁TAR
	- ▁DEPRESSION
	- ▁NOSE
	- HEAD
	- ▁FRI
	- ▁ANALYSIS
	- ▁HOLY
	- CUT
	- ▁SPIN
	- ▁DONALD
	- ▁BONE
	- ▁KNOCK
	- ▁SUSPECT
	- ▁HOUSING
	- ▁EXTREME
	- ▁YOUNGER
	- ▁EMPTY
	- ▁FOLD
	- ▁OPPOSED
	- ▁RIDE
	- ▁MONITOR
	- ▁BIBLE
	- IUS
	- ▁MILK
	- ▁SHARING
	- ▁BOMB
	- ▁PARTIES
	- ▁HIGHEST
	- ▁LIT
	- ▁SEVERE
	- ▁REPEATED
	- ▁WASTE
	- ▁SILVER
	- ▁COURAGE
	- ▁BAY
	- ▁DETERMINED
	- ▁TRAUMA
	- ▁FAVOUR
	- ▁ENGAGE
	- UOUS
	- ▁PICKED
	- ▁INTERACT
	- ▁MANAGED
	- VILLE
	- ▁SHORE
	- ▁AUDIO
	- ▁FAULT
	- ▁SOUTHERN
	- ▁TAIL
	- '04'
	- ▁ASSOCIATED
	- ▁INSTRUMENT
	- ▁PAIR
	- ▁WONDERING
	- ▁BOB
	- ▁SUFFICIENT
	- ▁ANXIOUS
	- ▁POETRY
	- ▁INVOLVE
	- ▁ARREST
	- ▁MINOR
	- ▁INSTAGRAM
	- ▁SMELL
	- ▁SCHEDULE
	- IEN
	- ▁URGE
	- ▁WRAP
	- ▁DESK
	- ▁WIL
	- ▁HASN
	- ▁TRANSPORT
	- ▁DOZEN
	- ▁RECOMMENDATION
	- ▁FOREVER
	- ▁FLASH
	- ▁BRANCH
	- ▁AGENT
	- CHAN
	- ▁FLIGHT
	- ▁REWARD
	- ▁ENABLE
	- ▁WHISPER
	- ▁BREAST
	- ▁DER
	- ▁MEAT
	- ▁SUGAR
	- ▁CAREFUL
	- ▁PHILOSOPHER
	- ▁MOBILE
	- ▁PIPE
	- ▁LEE
	- ▁PERSONALLY
	- ▁PLEASANT
	- ▁APPROVE
	- ▁TRAIL
	- ▁ENTERTAIN
	- ▁FACULTY
	- CAN
	- ▁ESTABLISHED
	- ▁MARRY
	- LON
	- ▁PRIME
	- ▁SHOE
	- OV
	- ▁CLOSER
	- RIA
	- ▁FIXED
	- ▁EARN
	- ▁PURCHASE
	- ▁TECHNIQUE
	- ▁JOINED
	- ▁SCRIPT
	- ▁SPOKEN
	- NEW
	- ▁REPORTED
	- ▁ADVANCED
	- ▁FARMER
	- ▁GOTTA
	- ▁LARGEST
	- ▁COMMITTED
	- ▁JEFF
	- CKER
	- ▁SUBMIT
	- ▁HIDE
	- ▁ACKNOWLEDGE
	- GATE
	- ▁SALT
	- ▁INSPIRE
	- ▁READER
	- ▁SYMPTOM
	- ▁ADAPT
	- ▁CAO
	- ▁SERVED
	- ▁INSTRUCTION
	- ▁DIVISION
	- ▁RELEASED
	- ▁GENETIC
	- ▁MISSING
	- ▁BOND
	- ANCY
	- ▁EGYPT
	- ▁EVOLUTION
	- Q
	- ▁FEE
	- ▁NURSE
	- ▁ADMIT
	- UNG
	- ▁PILL
	- ▁EXCHANGE
	- ▁HOPEFULLY
	- ▁INSTALL
	- ▁PHRASE
	- ▁EXPERIENCED
	- CLOCK
	- ▁CAREFULLY
	- ▁COLOUR
	- ▁LOVELY
	- ▁STUCK
	- ▁INSURANCE
	- ▁DEVELOPING
	- ▁TOWER
	- ▁SELLING
	- ▁DESERVE
	- ▁DIET
	- ▁PRIEST
	- ▁VARIETY
	- ▁RUSSIA
	- ▁MOUNT
	- ▁GRAY
	- ▁CORN
	- BASED
	- ▁GREEK
	- ▁STUDIO
	- ▁DESERT
	- ▁SENATOR
	- ▁VICE
	- ▁HIDDEN
	- ▁LIBERAL
	- ▁ACTIVITIES
	- ▁TRANSITION
	- ▁PHIL
	- ▁WHENEVER
	- ▁RESOLUTION
	- ▁ERROR
	- ▁INTRODUCE
	- ISON
	- ▁AGENCY
	- ▁RAP
	- ▁DYING
	- ▁TELEVISION
	- ▁GERMANY
	- ▁VOLUME
	- ▁NERVOUS
	- ▁NEIGHBOR
	- ▁ILLNESS
	- LOW
	- ▁WIRE
	- ▁MUSEUM
	- ▁TREATED
	- ▁HEIGHT
	- ▁PASSAGE
	- ▁WEARING
	- ▁NORTHERN
	- ▁COW
	- MINATION
	- ▁FLAG
	- ▁CUSTOMER
	- ▁DEMOCRACY
	- ▁PAINTING
	- RATED
	- WOOD
	- ▁RAM
	- ▁GAP
	- ▁LADIES
	- ▁JEWISH
	- ▁CONSCIOUS
	- FER
	- ▁MASK
	- ▁HUMANITY
	- ▁REMOVE
	- ▁CONFIRM
	- ▁PAL
	- ▁IMAGINATION
	- ▁ADAM
	- ▁JOURNALIST
	- RATING
	- ▁POLICIES
	- ▁PRIVILEGE
	- ▁STRIP
	- ▁DRAWN
	- ▁AFFECTED
	- ▁VIOLENT
	- ▁NUCLEAR
	- FIELD
	- ▁MERELY
	- ▁FORTUNE
	- ▁PALE
	- ▁ENCOUNTER
	- ▁INCIDENT
	- ▁ELI
	- ▁PRISONER
	- ▁LUCK
	- ▁JOINING
	- ▁PRESENTED
	- ▁MAGAZINE
	- ▁SUPREME
	- ▁NOBLE
	- ▁FANTASTIC
	- ▁CRACK
	- ▁HARDER
	- ▁LYING
	- ▁POSSESS
	- ▁CONFESS
	- ▁BEHAVIOUR
	- ▁OBAMA
	- ▁ESTATE
	- ▁SOLID
	- ▁EAGER
	- GGER
	- ▁PLATE
	- ▁TALENT
	- ▁SAVED
	- ▁JUDGMENT
	- ▁INTELLECTUAL
	- ▁OVERALL
	- ▁ELECTRIC
	- ▁COMMUNICATE
	- ▁ZONE
	- ▁EXPLAINED
	- ▁DICK
	- ▁EXPLANATION
	- ▁ANGER
	- ▁BEACH
	- ▁APPARENTLY
	- ▁ORIGIN
	- ▁FORGIVE
	- ▁COUSIN
	- ▁GOLDEN
	- ▁POSSIBILITY
	- ▁PERMIT
	- ▁PLEASED
	- ▁ALTERNATIVE
	- ▁AFTERWARDS
	- ▁CONSISTENT
	- ▁METAL
	- PU
	- ▁VALUABLE
	- ▁RANDOM
	- KO
	- ▁LITERATURE
	- ▁RESTAURANT
	- ▁CRITIC
	- ▁BAL
	- ▁SLATE
	- ▁LOGIC
	- ▁EMERGE
	- ▁FUCK
	- ▁RECORDING
	- ▁SUGGESTED
	- ▁COMPARED
	- ▁ALEX
	- ▁PEA
	- ▁RUIN
	- ▁RESOLVE
	- ▁DRIVEN
	- ▁CABIN
	- LESSLY
	- ▁NEURO
	- LIA
	- ▁OCCURRED
	- ▁POTENTIALLY
	- ▁OBTAIN
	- ▁MATH
	- ▁PROVIDER
	- ILLA
	- ▁CHAMBER
	- ▁DEFINITION
	- ▁LUNCH
	- ▁EXCUSE
	- ▁SWORD
	- ▁CLE
	- BURG
	- ▁CLOTH
	- '05'
	- ▁MARILLA
	- LAW
	- ▁CHART
	- ▁CONCLUSION
	- ▁FOOL
	- ▁HACK
	- ASE
	- ▁ROOF
	- ▁HONOUR
	- ▁TREMENDOUS
	- ETTE
	- ▁HIP
	- ▁UNUSUAL
	- ▁TRANSFER
	- ▁SNAP
	- TOWN
	- ▁CLOSELY
	- ▁EVA
	- ▁DEFENSE
	- ▁DELAY
	- ▁GENDER
	- ▁FIFTH
	- ▁PRA
	- ▁COAT
	- ▁DISTINGUISH
	- ▁REMOTE
	- ▁WH
	- PAN
	- ▁SYMBOL
	- ▁REPRESENTATIVE
	- ▁HENRY
	- ▁ALARM
	- GIE
	- ▁YU
	- ▁BLAME
	- ▁PERCEIVE
	- ▁DARKNESS
	- ▁RENT
	- ▁ROUTE
	- ▁ALTER
	- ▁ATTITUDE
	- ▁SCOTT
	- ▁ENVIRONMENTAL
	- ▁JANE
	- ▁EXCEPTION
	- ▁CLASSIC
	- ▁GENERATE
	- ▁CLIMB
	- ▁UPPER
	- ▁SHOOT
	- ▁BRAVE
	- ▁ORDINARY
	- ▁THERAPY
	- ▁PASSING
	- ▁LOSING
	- ▁PROOF
	- ▁THREW
	- ▁DISH
	- ▁ZO
	- ▁HOR
	- ▁DUST
	- ▁LECTURE
	- ▁TYPICALLY
	- ▁MINI
	- ▁SHEET
	- ▁LOOSE
	- ▁SECRETARY
	- ▁CONSERVATIVE
	- ▁FANCY
	- ▁FRIDAY
	- ▁DETECT
	- ▁WEEKEND
	- ▁THOMAS
	- ▁REMOVED
	- ▁VAL
	- ▁TENDER
	- ▁PRIDE
	- ▁LABEL
	- ▁REAR
	- ▁ESSENTIAL
	- ▁WISDOM
	- ▁NARRATIVE
	- FLOW
	- ▁ADJUST
	- ▁DOLLAR
	- ▁CHILDHOOD
	- ▁BOTTLE
	- ▁TRACE
	- ▁FUCKING
	- ▁BLOG
	- ▁DIFFICULTY
	- ▁KEN
	- LIST
	- ▁APARTMENT
	- ▁FOX
	- ▁CONVENTION
	- ▁FIN
	- ▁PLANE
	- ▁CYCLE
	- ▁PLENTY
	- ▁REJECT
	- ▁ENGAGEMENT
	- ▁CONSCIOUSNESS
	- ▁ATTORNEY
	- ▁FUEL
	- ▁MARTIN
	- ▁CONTAINER
	- ▁STATUS
	- ▁CLASSROOM
	- ▁REPEAT
	- ▁EXCELLENT
	- ▁LOUIS
	- LOCK
	- ▁LATTER
	- ▁PRINCIPAL
	- ▁RELATIVE
	- ▁CASH
	- ▁AUGUST
	- ▁SEC
	- ▁RAIL
	- ▁FAINT
	- ▁CHEMICAL
	- ▁CREW
	- ▁SLIGHT
	- ▁DOWNLOAD
	- ▁DOMESTIC
	- ▁BITTER
	- ▁BREAKFAST
	- ▁RELIEF
	- ▁CHEST
	- ▁PORTION
	- ▁IMPRESSION
	- ▁AWAKE
	- ▁DISTURB
	- ▁COVID
	- ▁OPERATE
	- ▁SAKE
	- ▁RENDER
	- ▁GOVERN
	- ▁ORGANIZE
	- ▁ACCEPTED
	- ▁KUBERNETES
	- ▁RICHARD
	- ▁GENTLEMEN
	- ▁CONFIDENT
	- ▁OL
	- ▁EVIDENT
	- ▁ESTIMATE
	- ▁ADDICT
	- COMING
	- ▁EXPECTATION
	- ▁KOREA
	- ▁SAMPLE
	- ▁DISTINCT
	- ▁INTENDED
	- ▁CHRIS
	- ▁ACCURATE
	- ▁CONTRIBUTE
	- ▁PARIS
	- ▁TONGUE
	- ▁PROPOSED
	- ▁APPLIED
	- ▁DISAGREE
	- ▁DYNAMIC
	- CAST
	- ▁EMERGENCY
	- ▁RESOURCE
	- ▁CANADA
	- ▁SCAN
	- ▁CARBON
	- ▁ALCOHOL
	- ▁DECLINE
	- ▁REGULATION
	- ▁PROVIDING
	- ▁PANDEMIC
	- ▁FLEE
	- ▁DECADE
	- ▁VIRTUE
	- ▁DECLARED
	- ▁TELE
	- ▁TEETH
	- TAKE
	- ▁MIC
	- ▁DRAMATIC
	- ▁AGENDA
	- ▁TIE
	- ▁CONCLUDE
	- ▁INSIGHT
	- ▁SHOOK
	- ▁SHU
	- ▁SECTOR
	- ▁KRISTA
	- ▁INDICATE
	- ▁ELDER
	- ▁ELIZABETH
	- ▁KIT
	- ▁SMOOTH
	- ▁ENJOYED
	- ▁BLANK
	- ▁EXISTING
	- ▁COMPETITION
	- ▁PROMISED
	- ▁LUC
	- ▁TECHNOLOGIES
	- ▁JI
	- ▁SAVING
	- ▁MAIL
	- ▁FLOOD
	- ▁MECHANISM
	- ▁REMARKABLE
	- ▁UNLIKE
	- ▁CONSIDERATION
	- ▁TREND
	- ▁STORAGE
	- ▁LATIN
	- ▁VEHICLE
	- STONE
	- ▁TAB
	- ▁FASCINATING
	- ▁COMBINE
	- ▁TRUCK
	- ▁RISING
	- ▁RELATIVELY
	- ▁TRIBE
	- ▁CELEBRATE
	- ▁DETERMINE
	- ▁MONO
	- ▁INTRODUCED
	- ▁ENTERPRISE
	- ▁ANNOUNCED
	- ▁DISCOVERY
	- ▁SINGING
	- ▁RESERVE
	- ▁TAP
	- ▁VESSEL
	- ▁FEEDBACK
	- ▁GLA
	- ▁ROBOT
	- ▁FORGOTTEN
	- ▁BRILLIANT
	- ▁GRATEFUL
	- ▁VOLUNTEER
	- ▁PROFILE
	- ▁RAY
	- ▁ADVISE
	- ▁INSIST
	- ▁CRASH
	- ▁DEEPER
	- ▁HIGHLIGHT
	- OCK
	- ▁RESTRICT
	- ▁DESPERATE
	- ▁STUPID
	- ▁PROFOUND
	- ▁LISTENERS
	- ▁NATURALLY
	- ▁FLYING
	- ▁LOAN
	- ▁REGIME
	- ▁SPONSOR
	- ▁MYSTERY
	- ▁DIANA
	- ▁CREATION
	- ▁CHARLES
	- ▁GHOST
	- ▁TEMPLE
	- ▁ENSURE
	- ▁UNFORTUNATELY
	- ▁PURSUE
	- ▁JAIL
	- ▁PRIZE
	- ▁PLEA
	- ▁TWENTIETH
	- ▁PITCH
	- ▁CAVE
	- ▁CONSENT
	- ▁DIRT
	- ▁LANDSCAPE
	- ▁RECALL
	- ▁TEXAS
	- ▁ENTREPRENEUR
	- ▁RABBI
	- APP
	- ▁WORSHIP
	- ▁PAYMENT
	- ▁PEER
	- ▁CRUEL
	- ▁ADVENTURE
	- ▁FACING
	- ▁PRETEND
	- ▁SURPRISING
	- ▁FALLEN
	- ▁PUSHED
	- ▁HAL
	- ▁POOL
	- ▁HORRIBLE
	- ▁PROMOTE
	- CRIB
	- ▁CONVERT
	- ▁THROWN
	- ▁REFUGE
	- ▁EFFICIENT
	- ▁LUCKY
	- STEIN
	- ▁CUL
	- ▁VIRGINIA
	- ▁ASSISTANCE
	- ▁REVENUE
	- ▁CORRESPOND
	- ▁CEASE
	- ▁FRIENDSHIP
	- ▁LOVING
	- ▁ABSOLUTE
	- ▁PRESERVE
	- ▁INTENSE
	- ▁SCHEME
	- ▁OBSERVATION
	- ▁MUSCLE
	- PATH
	- CAP
	- ▁MOTOR
	- ▁GUILTY
	- ▁WARNING
	- ▁PHASE
	- ▁EXHIBIT
	- ▁STIR
	- ▁PIG
	- ▁MIKE
	- ▁OBSERVED
	- ▁REPLY
	- ▁SPARK
	- ▁UNKNOWN
	- ▁HOOK
	- ▁STRING
	- STREAM
	- ▁MILE
	- ▁PROPERLY
	- FRIEND
	- ▁ROME
	- ▁REFUSED
	- ▁DEPTH
	- ▁GRAB
	- ▁MAID
	- NIE
	- ▁DASH
	- ▁SACRIFICE
	- ▁TRANSACTION
	- ▁REASONABLE
	- ▁EMPEROR
	- ▁POUR
	- ▁CLOCK
	- ▁WANDER
	- OGRAPHY
	- LONG
	- ▁BENEATH
	- ▁BOLD
	- POLI
	- ▁SETTLED
	- ▁SUGGESTION
	- ▁STUDIED
	- ▁SYDNEY
	- ▁INTERACTION
	- ▁REGISTER
	- ▁SCIENTIST
	- ▁SLASH
	- ▁FRAMEWORK
	- ▁FATE
	- ▁CHICKEN
	- ▁OBSERVE
	- ▁GENTLE
	- ▁PROPOSAL
	- ▁CAPABLE
	- ▁RELATE
	- ▁WAGE
	- ▁TALE
	- ▁INNOVATION
	- ▁REPORTER
	- ▁FORMAT
	- ▁TWIN
	- ▁PARLIAMENT
	- ▁COMMIT
	- ▁OPERATING
	- ▁EFFECTIVELY
	- ▁TRAP
	- RIDGE
	- ▁INPUT
	- ▁INTERVENTION
	- ▁CHICAGO
	- ▁DISTRIBUTE
	- ▁SHELTER
	- BOX
	- ▁STAKE
	- ▁BURST
	- ▁TIPPETT
	- ▁STEAL
	- ▁SHAKE
	- ▁DEFEAT
	- ▁DROVE
	- ▁EXCLAIMED
	- ▁RADICAL
	- ▁RESIST
	- ▁MAXIM
	- ▁TEMPERATURE
	- ▁IMPROVEMENT
	- ▁SPLIT
	- ▁BEAST
	- WORTH
	- ▁FREQUENTLY
	- ▁RAPIDLY
	- ▁CROWN
	- ▁SUICIDE
	- ▁ARCHITECTURE
	- ▁SCREAM
	- ▁SHOOTING
	- ▁CLINICAL
	- ▁EVOLVE
	- ▁BROOK
	- ▁ASSOCIATE
	- ▁ENEMIES
	- ▁STEAM
	- ▁PACKAGE
	- ▁LEAP
	- ▁TWEET
	- ▁VICTORIA
	- ▁MONDAY
	- ▁COMBINATION
	- ▁PROVISION
	- ▁ABANDON
	- ▁POSSESSION
	- ▁GER
	- ▁AFFECTION
	- ▁MOOD
	- ▁EXAMINE
	- ▁LATEST
	- ▁DNA
	- ▁JEWS
	- ▁CONSTRUCTION
	- ▁POVERTY
	- ▁AMENDMENT
	- ▁WEBINAR
	- ▁HOUSEHOLD
	- ▁FLIP
	- ▁ANNOUNCE
	- ▁EASTERN
	- ▁PAINFUL
	- ▁DESPITE
	- ▁INTERRUPT
	- ▁ASSIST
	- PHA
	- ▁DANIEL
	- ▁PRECISE
	- VIEW
	- ▁TEMPER
	- ▁HATH
	- ▁JOHNSON
	- ▁OWE
	- ▁DEVIL
	- ▁CLUSTER
	- ▁STRUGGLING
	- ▁STACK
	- ▁GRU
	- ▁CHEEK
	- ▁JUNE
	- ▁ALGORITHM
	- CEPTION
	- ▁TRIGGER
	- ▁SIGH
	- ▁BURDEN
	- BORN
	- ▁BOIL
	- ▁DESCEND
	- ▁GEO
	- ▁FORMULA
	- ▁PALACE
	- ▁EQUIPMENT
	- ▁RACIAL
	- ▁PHILIP
	- ▁IMMEDIATE
	- ▁EXPOSED
	- ▁DISASTER
	- ▁BRITAIN
	- ▁NEIGHBOUR
	- ▁INVITED
	- ▁SWIFT
	- ▁TIN
	- ▁LIBERTY
	- ▁CONSTRUCT
	- ▁HOPING
	- ▁ADVOCATE
	- ▁VICTORY
	- ▁PALM
	- ▁MIRROR
	- ▁TAPE
	- ▁PARTICIPATE
	- ▁HONESTLY
	- ▁MATT
	- ▁DECK
	- ▁COMMITMENT
	- ▁GAZE
	- ▁SYRIA
	- ▁EDUCATE
	- ▁RIP
	- ▁DISCIPLINE
	- ▁REGRET
	- ▁CONVINCED
	- ▁LABOUR
	- ▁SORROW
	- ▁PERSIST
	- ▁VOTING
	- ▁SPANISH
	- ▁ANNUAL
	- ▁MANIFEST
	- ▁FOUGHT
	- ▁CHOSE
	- ▁RELEVANT
	- ▁PLUG
	- ▁FLOAT
	- ▁VACCINE
	- ▁DISTRESS
	- ▁COOPER
	- ▁PROPHET
	- ▁BIDEN
	- ▁ALTOGETHER
	- ▁SUBSTANCE
	- ▁CHOSEN
	- ▁ASLEEP
	- ▁CLIP
	- ▁STEEL
	- ▁HORROR
	- GROUND
	- ▁TRIUMPH
	- ▁ANDREW
	- ▁CRAFT
	- ▁PACE
	- ▁FORMAL
	- '06'
	- ▁VENTURE
	- YEAR
	- ▁FLAME
	- ▁INITIATIVE
	- ▁WALES
	- ▁COMPASSION
	- ▁TERRITORY
	- ▁PROVINCE
	- ▁TAXES
	- ▁ACQUIRE
	- ▁COMPARE
	- ▁CHEESE
	- ▁RETREAT
	- ▁COLONEL
	- ▁CASTLE
	- ▁INSTINCT
	- ▁NINETEENTH
	- ▁ATMOSPHERE
	- ▁FOOTBALL
	- MAKER
	- ▁LIB
	- ▁FILTER
	- ▁CUTTING
	- ▁REFLECTION
	- ▁RATIONAL
	- ▁INDUSTRIAL
	- ▁GREY
	- ▁IGNORE
	- ▁IRAQ
	- ▁LEGISLATION
	- ISATION
	- ▁SPITE
	- ▁SCENARIO
	- ▁CHARACTERISTIC
	- ▁ASSAULT
	- ▁BARRIER
	- ▁CHRONIC
	- ▁HARRY
	- ▁JAPAN
	- ▁CONTRAST
	- ▁EMBRACE
	- ▁PREPARE
	- ▁TANK
	- ▁CURVE
	- ▁RAPID
	- COURSE
	- ▁RESEARCHERS
	- ▁PUMP
	- ▁GRIEF
	- ▁SUPERIOR
	- ▁PERSONALITY
	- ▁AWARENESS
	- ▁PROMPT
	- ▁SETTLE
	- ▁HARRIS
	- ▁PHYSICIAN
	- ▁EXPENSE
	- ▁EDWARD
	- ▁TUNE
	- ▁SOUGHT
	- ▁UNCERTAIN
	- ▁FORGOT
	- ▁DIAMOND
	- ▁THOROUGH
	- ▁TICKET
	- ▁SAVAGE
	- ▁PREACH
	- ▁PILOT
	- ▁THROAT
	- ▁ARROW
	- ENCIES
	- ▁CURIOSITY
	- ▁RESISTANCE
	- ▁FICTION
	- ▁STROKE
	- ▁TREASURE
	- ▁URBAN
	- ▁COMPETE
	- ▁PROTEIN
	- ▁SWIM
	- ▁PROPORTION
	- ▁VISIBLE
	- ▁MARGIN
	- ▁ORGANISATION
	- ▁ETC
	- ▁PLOT
	- ▁NICK
	- ▁MEDICATION
	- ▁LEAGUE
	- ▁DESPAIR
	- ▁FINANCE
	- ▁ASSISTANT
	- ▁GENUINE
	- ▁PROCEDURE
	- ▁EXHAUST
	- ▁FLORIDA
	- ▁JAR
	- ▁HEAVILY
	- ▁SHIRT
	- ▁PERCENTAGE
	- ▁SHRI
	- ▁BOWL
	- ▁VALID
	- ▁MARIA
	- ▁HOLIDAY
	- ▁TRANSLATE
	- ▁INFECTION
	- ▁TAG
	- ▁VULNERABLE
	- ▁QUO
	- ▁DIVINE
	- ▁ABSTRACT
	- ▁RECOGNITION
	- ▁ASSESSMENT
	- WATER
	- ▁VOTERS
	- ▁EXCITEMENT
	- ▁PROSPECT
	- ▁BEHALF
	- ▁PERCEPTION
	- ▁JAPANESE
	- ▁YIELD
	- ▁VERSE
	- '0000014'
	- ▁DIGNITY
	- ▁GUARANTEE
	- ▁PRAISE
	- ▁FOND
	- ▁DUKE
	- ▁STEPPED
	- ▁SPELL
	- ▁DISTANT
	- JI
	- ▁CHIP
	- ▁SUCK
	- ▁INTEGRATE
	- ▁TEAR
	- ▁FAKE
	- ▁INTENT
	- ▁CHAMPION
	- ▁SLAVERY
	- ▁ADVERTISING
	- ▁TWIST
	- ▁CLINIC
	- ▁FULFILL
	- ▁SPARE
	- ▁HURRY
	- ▁CONFRONT
	- '0000001'
	- ▁BUG
	- CASE
	- ▁PLASTIC
	- ▁MANUFACTURE
	- ▁CLEVER
	- ▁ADMITTED
	- POST
	- ▁SACRED
	- ▁AUTOMATICALLY
	- ▁INNOCENT
	- ▁ANGLE
	- ▁PECULIAR
	- ▁MEXICO
	- LIFE
	- ▁SATURDAY
	- ▁IMPORT
	- ▁AUDIT
	- ▁CATEGORY
	- ▁ESC
	- ▁CHALLENGING
	- ▁RESTORE
	- ▁SOVIET
	- ▁ALICE
	- ▁CAKE
	- ▁RELAX
	- ▁DREADFUL
	- ▁PHYSICS
	- ▁MEDITATION
	- ▁PSYCHOLOGICAL
	- ▁KATE
	- ▁CORONAVIRUS
	- ▁MEMORIES
	- ▁NERVE
	- ▁WINNER
	- ▁GLU
	- ▁CLOSING
	- ▁THRILL
	- ▁POISON
	- ▁SARAH
	- ▁SENTIMENT
	- ▁SOLDIER
	- ▁EXTERNAL
	- ▁AGENCIES
	- ▁RIDICULOUS
	- ▁BIAS
	- IZZ
	- ▁CORPORATION
	- ▁ABSENCE
	- ▁MATTHEW
	- ▁PARTNERSHIP
	- ▁EMPLOYMENT
	- ▁IDENTIFIED
	- ▁CEO
	- ▁PERMISSION
	- ▁VARIABLE
	- ▁CREAM
	- ▁BIRTHDAY
	- FACE
	- ▁TYPICAL
	- ▁HELLO
	- ▁INHABIT
	- ▁PERMANENT
	- ▁RURAL
	- ▁STRAIN
	- ▁HEALTHCARE
	- 0000008
	- ▁SATISFIED
	- ▁OBJECTIVE
	- ▁BRUSH
	- ▁ALBUM
	- '07'
	- ▁PUZZLE
	- ▁HUNGRY
	- ▁DECENT
	- ▁STRICT
	- ▁DEMONSTRATE
	- ▁MORTAL
	- ▁ZI
	- ▁WINNING
	- ▁FORTUNATE
	- ▁BULLET
	- ▁EARNEST
	- THROP
	- ▁BURIED
	- ▁HORN
	- ▁MYSTERIOUS
	- ▁LICENSE
	- ▁ARC
	- ▁MIDST
	- ▁HORIZON
	- ▁SANDERS
	- ▁PRIVACY
	- ▁FLESH
	- '0000007'
	- ▁BOOM
	- ▁ITALY
	- ▁PINK
	- ▁OPPOSITION
	- ▁HISTORIAN
	- ▁AMONGST
	- ▁HANDSOME
	- ▁PSYCHO
	- ▁REPUTATION
	- OGRAPHIC
	- ▁JULIA
	- ▁HARVARD
	- ▁NUMEROUS
	- ▁SYM
	- ▁STAIRS
	- ▁EXECUTE
	- ▁CRITICISM
	- ▁FIERCE
	- ▁WEDDING
	- ▁IMPEACHMENT
	- ▁ATTACHED
	- ▁SEPTEMBER
	- ▁FRED
	- ▁ENTRANCE
	- ▁PROFESSION
	- ▁DISTRACT
	- ▁APRIL
	- ▁STRATEGIES
	- ▁ORANGE
	- ▁SAINT
	- ▁INVITE
	- ▁CONTRIBUTION
	- ▁NEST
	- ▁REPAIR
	- ▁WEIGH
	- ▁PSYCHOLOGY
	- ▁MARVEL
	- ▁BOLT
	- ▁PLUM
	- ▁SENSITIVE
	- ▁PEAK
	- ▁RECOGNISE
	- ▁FAITHFUL
	- ▁DIMENSION
	- ▁ILLEGAL
	- ▁INVISIBLE
	- ▁ITALIAN
	- ▁ECHO
	- ▁SURROUNDING
	- ▁ARRANGEMENT
	- ▁PROPERTIES
	- ▁ELECTRICITY
	- ▁KEEN
	- ▁THEATER
	- ▁BISHOP
	- ▁ANALYTIC
	- ▁IMMIGRANT
	- ▁INTRODUCTION
	- '0000004'
	- ▁STEPHEN
	- ▁CONFUSED
	- ▁THUMB
	- ▁CONCEAL
	- ▁UNCOMFORTABLE
	- ▁SCARCELY
	- ▁CONQUER
	- ▁DISTINCTION
	- ▁HIND
	- ▁BACTERIA
	- ▁SERVING
	- ▁EASE
	- ▁BROWSER
	- ▁GLORY
	- ▁UNEXPECTED
	- ▁CRUSH
	- ▁ZOOM
	- ▁BORROW
	- ▁PASSIONATE
	- ▁GENIUS
	- ▁NOVEMBER
	- ▁BEGUN
	- ▁DISMISS
	- ▁COLLECTIVE
	- ▁DIVERSITY
	- ▁EMPOWER
	- ▁LAMP
	- ▁INFANT
	- ▁SOLEMN
	- ▁SEQUENCE
	- ▁CARRIAGE
	- ▁SURGERY
	- ▁BOSTON
	- ▁RESCUE
	- ▁INDEX
	- ▁GRADUALLY
	- ▁BROW
	- ▁SMILING
	- ▁SWING
	- AMERICAN
	- ▁MEDIUM
	- ▁GENEROUS
	- ▁PATENT
	- ▁CENTURIES
	- ▁VETERAN
	- ▁SINK
	- ▁LINCOLN
	- ▁STRATEGIC
	- ▁CONTEST
	- ▁CANDLE
	- ▁ADMIRE
	- ▁DRUNK
	- ▁GREET
	- ▁ARCHITECT
	- ▁DAWN
	- ▁GLOW
	- ▁ADVISOR
	- 0000009
	- 08
	- ▁INDIGENOUS
	- ▁LOOP
	- ▁CORPS
	- ▁DEFAULT
	- ▁INTELLIGENT
	- ▁MELT
	- ▁FRANCISCO
	- ▁INVESTOR
	- ▁SUSPICION
	- ▁FRIGHT
	- ▁ASSUMPTION
	- ▁UNDERNEATH
	- ▁CUB
	- ▁INJURY
	- ▁BROADCAST
	- ▁KNIFE
	- ▁BABIES
	- ▁THREAD
	- ▁INFINITE
	- ▁CONTROLLED
	- ▁RAISING
	- ▁FACILITIES
	- QUEST
	- ▁RECRUIT
	- EMPT
	- ▁PLANNED
	- ▁COLLAPSE
	- ▁REFERRED
	- ▁GANG
	- ▁FACILITY
	- ▁PUNISHMENT
	- ▁CONTINENT
	- ▁ALIGN
	- ▁PRONOUN
	- ▁RETAIN
	- ▁CONFUSION
	- ▁PUNISH
	- ▁MELBOURNE
	- ▁ADVERTISE
	- ▁DISTRIBUTION
	- ▁DISPUTE
	- ▁ALERT
	- ▁ASSERT
	- ▁EXCEED
	- ▁DOMAIN
	- ▁TENSION
	- ▁SEGMENT
	- '0000010'
	- ▁ACID
	- ▁LEGEND
	- ▁DANCING
	- ▁COVERAGE
	- ▁EXPORT
	- ▁DESTRUCTION
	- ▁GREG
	- ▁BELT
	- ▁ECOSYSTEM
	- ▁CLINTON
	- ▁WHIT
	- ▁BIOLOGICAL
	- ▁CONVEY
	- ▁DELIBERATE
	- ▁PROGRAMMING
	- ▁DEFENCE
	- ▁INSPIRATION
	- ▁CANADIAN
	- ▁COGNITIVE
	- ▁ENFORCEMENT
	- ▁UNIFORM
	- ▁TURKEY
	- ▁CONTINUOUS
	- ▁DWELL
	- ▁DEDICATED
	- ▁PARALLEL
	- ▁INVESTIGATE
	- ▁STAMP
	- ▁INDEPENDENCE
	- ▁INHERIT
	- ▁SCRATCH
	- ▁BEHAVE
	- ▁EXCESS
	- ▁GENTLY
	- ▁ROMANTIC
	- ▁HINT
	- ▁LOYAL
	- ▁ARRIVE
	- ▁ARRIVAL
	- ▁INTERFACE
	- ▁RECEIVING
	- ▁CONSUME
	- ▁ANALOG
	- ▁SPOIL
	- ▁CONVICTION
	- ▁UNCONSCIOUS
	- ▁KNIGHT
	- ▁CORPORATE
	- ▁ROUTINE
	- ▁DRAGON
	- ▁REFUSE
	- ▁ARTIFICIAL
	- ▁ETHICS
	- ▁JOSEPH
	- ▁FRIGHTENED
	- ▁OVERCOME
	- MORROW
	- ▁JONES
	- ▁LOCATED
	- ▁LEGACY
	- ▁IMMIGRATION
	- ▁ACCESSIBLE
	- ▁EXPOSURE
	- ▁BUREAU
	- ▁CONTINUING
	- ▁CETERA
	- ▁VITAL
	- ▁HUMBLE
	- ▁PRECIOUS
	- ▁GRASP
	- ▁CAROLINA
	- ▁LONELY
	- ▁SENSATION
	- ▁PREPARATION
	- ▁SATISFACTION
	- ▁DIALOGUE
	- ▁MIRACLE
	- ▁VAGUE
	- ▁MINIMUM
	- ▁MEANINGFUL
	- '0000003'
	- ▁GEORGIA
	- ▁INTIMATE
	- ▁WITHDRAW
	- ▁ONGOING
	- ▁REPUBLIC
	- ▁OBEY
	- ▁JACKSON
	- ▁INSTRUCT
	- ▁DETECTIVE
	- ▁SUSAN
	- ▁DUMB
	- '0000006'
	- ▁SUBSTANTIAL
	- ▁QUERY
	- ▁APPOINTMENT
	- ▁GRANDFATHER
	- ▁CHEERFUL
	- ▁BLOOM
	- ▁JANUARY
	- ▁ACADEMY
	- ▁ALEXANDER
	- ▁DISRUPT
	- ▁RECIPE
	- CONNECT
	- ▁GRANDMOTHER
	- ▁BIOLOGY
	- ▁ATHLETE
	- ▁SCROLL
	- CALLED
	- ▁COMPARISON
	- ▁COMBAT
	- ▁HYPER
	- ▁AGGRESSIVE
	- ▁UNIVERSITIES
	- ▁HURRIED
	- ▁INTERFERE
	- ▁SOVEREIGN
	- ▁EXCEL
	- ▁CREATOR
	- ▁WARRIOR
	- ▁SPLENDID
	- ▁MONSTER
	- ▁RESUME
	- ▁EXTRACT
	- ▁WICKED
	- ▁OCCUPIED
	- ▁DRAFT
	- ▁RESIGN
	- ▁AUTHORITIES
	- ▁RACISM
	- ▁STRIKING
	- ▁SMOKING
	- ▁ABSORB
	- ▁FLEW
	- ▁RIVAL
	- ▁DECEMBER
	- ▁TUESDAY
	- ▁OCTOBER
	- ▁SETTLEMENT
	- ▁BEDROOM
	- ▁NEGLECT
	- ▁MURMUR
	- ▁PHILOSOPHICAL
	- ▁SILLY
	- ▁INTEND
	- ▁APPOINTED
	- ▁EXECUTION
	- ▁PATIENCE
	- PLAY
	- ▁LIQUID
	- ▁THRONE
	- ▁THUNDER
	- ▁CORRUPTION
	- ▁SCREW
	- ▁APPROVAL
	- ▁ELECTRONIC
	- ▁MOTIVE
	- ▁IMMENSE
	- ▁ENGAGING
	- ▁FOOLISH
	- ▁ULTIMATE
	- FRONT
	- ▁ESSAY
	- ▁GESTURE
	- ▁CLERK
	- ▁NECESSITY
	- ▁WHIP
	- ▁PERSUADE
	- ▁NODDED
	- ▁PURPLE
	- ▁OBLIGATION
	- ▁GLOOM
	- ▁MERIT
	- ▁SCRAP
	- ▁SPECTRUM
	- ▁IMMUNE
	- ▁FABRIC
	- ▁PRODUCING
	- ▁ELSEWHERE
	- ▁TORTURE
	- ▁ATTRIBUTE
	- ▁POLITE
	- ▁CHUCK
	- ▁AMBITION
	- ▁PASSENGER
	- ▁ALIEN
	- ▁PRIMARILY
	- ▁CHASE
	- ▁CONCRETE
	- ▁PARTICIPANT
	- ▁GRATITUDE
	- ▁SILK
	- ▁WOLF
	- ▁ARTHUR
	- ▁DELICATE
	- ▁INDICATOR
	- ▁CONCERT
	- ▁MERCY
	- ▁OBLIGED
	- ▁EXCLUSIVE
	- ▁UKRAINE
	- ▁GUIDANCE
	- ▁COMPETITIVE
	- ▁JERUSALEM
	- ▁AUTHENTIC
	- ▁SUPPER
	- ▁CALCULATE
	- ▁COLLABORATION
	- ▁SUBSEQUENT
	- ▁UNHAPPY
	- ▁CONTRARY
	- ▁ASSEMBLY
	- ▁DIPLOMA
	- ▁BUBBLE
	- POWER
	- ▁SWEAT
	- ▁EXPERIENCING
	- ▁INQUIRY
	- ▁TRANSLATION
	- ▁ARISE
	- ▁DRAMA
	- ▁POSE
	- ▁ENHANCE
	- ▁PARDON
	- ▁DRIFT
	- ▁CASUAL
	- TRUST
	- ▁OXYGEN
	- ▁COMPOSED
	- ▁FOLK
	- ▁EXPLOIT
	- ▁ACTIVIST
	- ▁TELEPHONE
	- ▁ARGUING
	- ▁MISERABLE
	- ▁ABORIGINAL
	- ▁SHINING
	- ▁VIETNAM
	- ▁BETRAY
	- LOOKING
	- ▁OVERWHELMING
	- ▁FRAUD
	- ▁REDUCTION
	- ▁THEORIES
	- ▁PHENOMENON
	- ▁CONSCIENCE
	- ▁FESTIVAL
	- ▁UGLY
	- ▁STEADY
	- ▁CALENDAR
	- ▁THREATENED
	- ▁ASHAMED
	- ▁DISGUST
	- ▁REFRESH
	- ▁CATEGORIES
	- ▁SURVIVAL
	- ▁FLAVOR
	- ▁CAUSING
	- ▁HUGH
	- ▁INSULT
	- ▁SYMPATHY
	- ▁MARGARET
	- ▁ABSURD
	- ▁TACTIC
	- ▁SUPPRESS
	- ▁RIFLE
	- '0000016'
	- ▁THURSDAY
	- ▁QUEENSLAND
	- ▁ABROAD
	- ▁BELOVED
	- ▁DOROTHY
	- ▁ETHICAL
	- ▁NOWHERE
	- ▁MODERATE
	- ▁SNAKE
	- ▁CANCEL
	- ▁SWEAR
	- ▁MOURN
	- ▁CIRCUIT
	- ▁VEGETABLE
	- ▁BRUTAL
	- ▁MOTIVATION
	- ▁CREEP
	- ▁THERAPIST
	- ▁JEALOUS
	- ▁UNFORTUNATE
	- ▁HARDWARE
	- ▁HESITATE
	- ▁AWKWARD
	- ▁RACHEL
	- ▁COTTAGE
	- ▁OUTPUT
	- ▁JAVASCRIPT
	- ▁JEWEL
	- ▁CONVINCE
	- ▁REPLICA
	- ▁WHISTLE
	- ▁WARREN
	- ▁CLUE
	- ▁DREAD
	- ▁MESSENGER
	- ▁RETAIL
	- ▁SUBURB
	- ▁STOMACH
	- ▁JIMMY
	- ▁GUIDELINES
	- ▁FEATHER
	- ▁IMPULSE
	- ▁EXTENSION
	- ▁ASSESS
	- ▁COMPROMISE
	- ▁EXPLICIT
	- ▁DOCTRINE
	- ▁ECONOMIST
	- ▁WELFARE
	- ▁SUPPLEMENT
	- ▁MORRIS
	- ▁POSSIBILITIES
	- ▁SURRENDER
	- ▁ENTRY
	- ▁OCCUPATION
	- ▁IMPRESSIVE
	- ▁EXTENSIVE
	- ▁FRAGMENT
	- ▁ETHNIC
	- PRODUCT
	- ▁MONARCH
	- ▁AVENUE
	- ▁DIAGNOSE
	- ▁MERCHANT
	- ▁ANTHONY
	- ▁PURSUIT
	- ▁IRISH
	- KEEPER
	- '0000002'
	- ▁OPPONENT
	- ▁GUILT
	- ▁FUNERAL
	- ▁DIVORCE
	- ▁SWEEP
	- ▁WRETCH
	- ▁EQUIVALENT
	- ▁CONTRADICT
	- ▁SENSOR
	- ▁VOYAGE
	- ▁PROTOCOL
	- ▁SHIELD
	- ▁MUTUAL
	- ▁CONDEMN
	- ▁SLEPT
	- ▁MOTIVATE
	- ▁MICROSOFT
	- ▁NEUTRAL
	- ▁PORTRAIT
	- ▁ANCHOR
	- ▁OUTRAGE
	- ▁EQUITY
	- ▁INCENTIVE
	- ▁CURTAIN
	- ▁REGULATE
	- ▁INVITATION
	- ▁GYM
	- ▁MICROPHONE
	- ▁CENSUS
	- ▁OPERATOR
	- ▁DIFFER
	- ▁WEDNESDAY
	- ▁CREATIVITY
	- ▁CLIFF
	- ▁TESTIMONY
	- ▁DESCRIBING
	- ▁VARIATION
	- ▁THRUST
	- ▁LITERARY
	- ▁HOLLOW
	- ▁CONTEMPT
	- ▁SLICE
	- ▁DECLARE
	- ▁ANTICIPATE
	- ▁CIGARETTE
	- ▁RELIEVE
	- ▁RACIST
	- ▁RESTRAIN
	- ▁PHENOMENA
	- ▁ELIMINATE
	- ▁CEREMONY
	- ▁PREPARING
	- ▁IMPRESSED
	- ▁SUPPLIES
	- ▁EQUATION
	- ▁FEBRUARY
	- ▁JORDAN
	- ▁CRYSTAL
	- ▁ACQUAINTANCE
	- ▁PACIFIC
	- ▁MAMMA
	- ▁TISSUE
	- ▁INTERIOR
	- ▁TRAGEDY
	- SCRIPT
	- ▁SUPERINTENDENT
	- ▁BOUNDARIES
	- ▁LEGITIMATE
	- ▁LIFESTYLE
	- ▁INDUSTRIES
	- ▁APPARENT
	- ▁EMPHASIS
	- ▁JACOB
	- ▁IOWA
	- ▁FUNNEL
	- ▁TAYLOR
	- ▁PREVAIL
	- ▁WORKSHOP
	- ▁IMPERIAL
	- ▁CONCEIVE
	- ▁SPEAR
	- '0000020'
	- ▁DELICIOUS
	- ▁ESSENCE
	- ▁ZHUGE
	- ▁EXPEDITION
	- ▁MISTRESS
	- ▁APOLOGIZE
	- ▁SWEPT
	- ▁RECOLLECT
	- ▁ACCENT
	- ▁ETERNAL
	- ▁QUARREL
	- ▁CONSTRAIN
	- ▁SURVIVOR
	- DIRECT
	- ▁JERSEY
	- ▁POTATO
	- ▁MANKIND
	- ▁BATTERY
	- ▁REGULATOR
	- ▁METAPHOR
	- ▁CRUCIAL
	- ▁CORRUPT
	- ▁MAJESTY
	- ▁FREAK
	- ▁SWALLOW
	- '0000012'
	- ▁INDUCE
	- ▁VACATION
	- ▁INCLINED
	- ▁REVELATION
	- ▁EXPLORING
	- ▁SINGULAR
	- ▁OUTBREAK
	- ▁WHALE
	- ▁BASKET
	- ▁AROSE
	- ▁ELBOW
	- ▁ABSENT
	- ▁SCANDAL
	- ▁LIBRARIES
	- ▁PSYCHOLOGIST
	- ▁ZEALAND
	- ▁SPRANG
	- ▁CRITERIA
	- ▁PIANO
	- ▁DECREASE
	- ▁BITCOIN
	- ▁REINFORCE
	- ▁INHALE
	- ▁GRAVITY
	- ▁PROMINENT
	- ▁PIVOT
	- ▁CHOCOLATE
	- ▁HORMONE
	- ▁FURNISH
	- ▁MICHIGAN
	- ▁MINNESOTA
	- ▁FREQUENT
	- ▁SATISFY
	- ▁TOBACCO
	- ▁POND
	- ▁INGREDIENT
	- ▁ENTITLED
	- ▁BASEBALL
	- ▁CONCENTRATE
	- ▁POLISH
	- ▁LIEUTENANT
	- ▁COMPOUND
	- ▁BERNIE
	- ▁EFFICIENCY
	- ▁GILBERT
	- ▁ALLIANCE
	- ▁PREGNANT
	- ▁ORCHESTRA
	- ▁HISTORIC
	- ▁ARRANGED
	- ▁ISOLATED
	- ▁IDIOT
	- ▁SHY
	- ▁AMBASSADOR
	- ▁INJURED
	- ▁CURRICULUM
	- ▁FURNITURE
	- ▁HOLLYWOOD
	- ▁ASSIGNMENT
	- ▁INJECT
	- ▁TEMPORARY
	- ▁WIDOW
	- ▁MATHEMATICS
	- ▁FOREHEAD
	- ▁ILLUSTRATE
	- ▁NEGRO
	- ▁CREEK
	- ▁CIRCUMSTANCE
	- ▁POWDER
	- ▁EMERGING
	- ▁SAUCE
	- ▁EXPANSION
	- ▁INTEGRATION
	- ▁LOBBY
	- ▁CONTROVERSIAL
	- ▁TEENAGER
	- ▁REVENGE
	- ▁DEPOSIT
	- ▁COUNTENANCE
	- ▁HARVEST
	- ▁ELEPHANT
	- ▁UNEMPLOYMENT
	- ▁PROSECUTOR
	- ▁SOCIETIES
	- ▁IGNORANCE
	- ▁MONKEY
	- ▁COMPLIMENT
	- ▁AFGHANISTAN
	- ▁ANALYZE
	- ▁RECKON
	- ▁CONTEMPORARY
	- ▁NURSING
	- ▁RITUAL
	- ▁CHARLIE
	- ▁WRECK
	- ▁EXHALE
	- ▁ARRAY
	- ▁SKETCH
	- ▁INDULGE
	- ▁MANUFACTURING
	- ▁SOPHISTICATED
	- ▁JUNIOR
	- ▁ACCORD
	- ▁BLEND
	- ▁DROWN
	- ▁MERRY
	- ▁CONSUMPTION
	- ▁MECHANICAL
	- ▁PEPPER
	- ▁COLORADO
	- ▁BOOST
	- ▁MANUSCRIPT
	- ▁CONVENIENT
	- ▁MOLECULE
	- ▁CALCULATION
	- ▁DOMINATE
	- ▁MONUMENT
	- ▁ACCUSTOMED
	- OLOGIES
	- ▁IMPROVING
	- ▁CRAWL
	- ▁BRAZIL
	- ▁ASSASSIN
	- ▁DIAGNOSIS
	- ▁DISABILITIES
	- ▁NINTH
	- ▁PREJUDICE
	- ▁ATLANTIC
	- ▁NONSENSE
	- ▁CHEMISTRY
	- ▁STATUE
	- ▁NEGOTIATION
	- ▁SATELLITE
	- ▁INTEGRITY
	- ▁DEPRESSED
	- ▁INCORPORATE
	- ▁CARPET
	- ▁DETERMINATION
	- ▁FEAST
	- ▁FROZEN
	- ▁KENNEDY
	- ▁ENLIGHTEN
	- ▁INEVITABLE
	- ▁TEMPLATE
	- SCHOOL
	- ▁ABORTION
	- ▁DELEGATE
	- KNOWN
	- ▁PRECEDE
	- ▁GOSPEL
	- ▁GALLERY
	- ▁MAGNIFICENT
	- ▁MEMORIAL
	- ▁SELDOM
	- ▁LEVERAGE
	- ▁RELIABLE
	- ▁NETFLIX
	- ▁UPSTAIRS
	- ▁ARBITR
	- '0000011'
	- ▁CONVERSION
	- ▁CAUTIOUS
	- ▁NAVIGATE
	- ▁FIGURING
	- ▁TRAGIC
	- ▁SPHERE
	- ▁FOSSIL
	- ▁EXPLOSION
	- ▁ENFORCE
	- ▁KELLY
	- ▁CHOOSING
	- ▁HEBREW
	- ▁OXFORD
	- ▁OFFENSIVE
	- ▁CEILING
	- ▁GLORIOUS
	- ▁BUZZ
	- ▁RHYTHM
	- ▁AGRICULTURE
	- ▁DISCRIMINATION
	- ▁EMPATHY
	- ▁ENCOURAGING
	- ▁ACCOMPANIED
	- ▁SKEPTIC
	- ▁JERRY
	- ▁CONSPIRACY
	- ▁BASKETBALL
	- ▁MODULE
	- ▁TACKLE
	- ▁DIABETES
	- ▁LUXURY
	- ▁CONGRATULATIONS
	- ▁IGNORANT
	- ▁PROHIBIT
	- ▁CATALOG
	- ▁EXAMINATION
	- ▁TUNNEL
	- ▁SEPARATION
	- ▁ZHANG
	- ▁PEARL
	- ▁SLEEVE
	- ▁MEXICAN
	- ▁AFFIRM
	- ▁PATRIOT
	- ▁INHERENT
	- ▁CONCENTRATION
	- ▁TRANSPARENT
	- ▁BARBARA
	- ▁EAGLE
	- ▁TERRIBLY
	- ▁CURRENCY
	- PIECE
	- ▁CRAP
	- ▁PENALTY
	- ▁QUANTUM
	- THINK
	- ▁HERITAGE
	- ▁ENTHUSIASM
	- ▁TRUNK
	- ▁SUSPICIOUS
	- ▁SCOTLAND
	- ▁QUANTITY
	- ▁THRESHOLD
	- ▁DELETE
	- ▁SAUDI
	- ▁HAWK
	- ▁PAKISTAN
	- ▁EARLIEST
	- ▁JURISDICTION
	- ▁CERTIFICATE
	- ▁GUITAR
	- ▁SENSIBLE
	- ▁RYAN
	- ▁ENVELOPE
	- ▁GLIMPSE
	- ▁FLEXIBLE
	- ▁IMPATIENT
	- ▁LEGISLATURE
	- ▁CORONA
	- '0000013'
	- ▁COMPELLED
	- ▁BULLETPROOF
	- ▁MAINTENANCE
	- ▁NEGOTIATE
	- ▁COMPREHENSIVE
	- ▁FREQUENCY
	- ▁PARTICIPATION
	- ▁WHISK
	- '0000017'
	- ▁TREMBLING
	- ▁VIRGIN
	- ▁OBSTACLE
	- ▁RESIDENCE
	- ▁VIVID
	- ▁DEMONSTRATION
	- ▁SNEAK
	- ▁PLUNGE
	- ▁EARTHQUAKE
	- ▁COINCIDE
	- ▁PHYSIO
	- ▁UNFAIR
	- ▁PENCIL
	- ▁DOMINANT
	- ▁OPTIMIZE
	- ▁PHILADELPHIA
	- ▁PROBABILITY
	- ▁ASSUMING
	- ▁JULIE
	- ▁SIGNIFICANCE
	- ▁ADEQUATE
	- ▁NEVERTHELESS
	- ▁STITCH
	- ▁ADMIRATION
	- ▁ROBUST
	- ▁OPERA
	- ▁SIGNATURE
	- ▁ILLUSION
	- ▁LEATHER
	- ▁COMPUTING
	- ▁ADMINISTRATOR
	- ▁EXCLUDE
	- <sos/eos>
	init: null
	input_size: null
	ctc_conf:
	dropout_rate: 0.0
	ctc_type: builtin
	reduce: true
	ignore_nan_grad: null
	zero_infinity: true
	joint_net_conf: null
	use_preprocessor: true
	token_type: bpe
	bpemodel: data/en_token_list/bpe_unigram5000/bpe.model
	non_linguistic_symbols: null
	cleaner: null
	g2p: null
	speech_volume_normalize: null
	rir_scp: null
	rir_apply_prob: 1.0
	noise_scp: null
	noise_apply_prob: 1.0
	noise_db_range: '13_15'
	short_noise_thres: 0.5
	aux_ctc_tasks: []
	frontend: default
	frontend_conf:
	fs: 16k
	specaug: specaug
	specaug_conf:
	apply_time_warp: true
	time_warp_window: 5
	time_warp_mode: bicubic
	apply_freq_mask: true
	freq_mask_width_range:
	- 0
	- 30
	num_freq_mask: 2
	apply_time_mask: true
	time_mask_width_range:
	- 0
	- 40
	num_time_mask: 2
	normalize: global_mvn
	normalize_conf:
	stats_file: exp/asr_stats_raw_en_bpe5000/train/feats_stats.npz
	model: espnet
	model_conf:
	ctc_weight: 0.3
	lsm_weight: 0.1
	length_normalized_loss: false
	preencoder: null
	preencoder_conf: {}
	encoder: contextual_block_conformer
	encoder_conf:
	output_size: 256
	attention_heads: 4
	linear_units: 2048
	num_blocks: 12
	dropout_rate: 0.1
	positional_dropout_rate: 0.1
	attention_dropout_rate: 0.0
	input_layer: conv2d
	normalize_before: true
	activation_type: swish
	macaron_style: true
	use_cnn_module: true
	cnn_module_kernel: 15
	block_size: 40
	hop_size: 16
	look_ahead: 16
	init_average: true
	ctx_pos_enc: 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: 0.0
	src_attention_dropout_rate: 0.0
	preprocessor: default
	preprocessor_conf: {}
	required:
	- output_dir
	- token_list
	version: '202304'
	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}
	}
	```