Upload model_config.yaml

model_config.yaml

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+sample_rate: 16000
+log_prediction: true
+ctc_reduction: mean_volume
+skip_nan_grad: false
+model_defaults:
+  enc_hidden: 1024
+  pred_hidden: 640
+  joint_hidden: 640
+train_ds:
+  manifest_filepath: /workspace/manifest_hf/euro/nemo_euro/train.json
+  sample_rate: 16000
+  batch_size: 32
+  shuffle: true
+  num_workers: 12
+  pin_memory: true
+  use_start_end_token: false
+  trim_silence: false
+  max_duration: 16.7
+  min_duration: 0.1
+  is_tarred: false
+  tarred_audio_filepaths: null
+  shuffle_n: 2048
+  bucketing_strategy: fully_randomized
+  bucketing_batch_size: null
+validation_ds:
+  manifest_filepath: /workspace/manifest_hf/euro/nemo_euro/valid.json
+  sample_rate: 16000
+  batch_size: 32
+  shuffle: false
+  use_start_end_token: false
+  num_workers: 8
+  pin_memory: true
+test_ds:
+  manifest_filepath: /workspace/manifest_hf/euro/nemo_euro/valid.json
+  sample_rate: 16000
+  batch_size: 32
+  shuffle: false
+  use_start_end_token: false
+  num_workers: 8
+  pin_memory: true
+tokenizer:
+  dir: !!python/object/apply:pathlib.PosixPath
+  - /
+  - workspace
+  - pretrained_models
+  - parakeet-ctc-0.6b
+  - english_tokenizer
+  type: bpe
+  model_path: nemo:86c4a141e664403b83792f4296920aa8_tokenizer.model
+  vocab_path: nemo:a7823e96dd1948eaafb72e9c818dc564_vocab.txt
+  spe_tokenizer_vocab: nemo:e51bb5bd15314ccfa38c278cf1285691_tokenizer.vocab
+preprocessor:
+  _target_: nemo.collections.asr.modules.AudioToMelSpectrogramPreprocessor
+  sample_rate: 16000
+  normalize: per_feature
+  window_size: 0.025
+  window_stride: 0.01
+  window: hann
+  features: 80
+  n_fft: 512
+  log: true
+  frame_splicing: 1
+  dither: 1.0e-05
+  pad_to: 0
+  pad_value: 0.0
+spec_augment:
+  _target_: nemo.collections.asr.modules.SpectrogramAugmentation
+  freq_masks: 2
+  time_masks: 10
+  freq_width: 27
+  time_width: 0.05
+encoder:
+  _target_: nemo.collections.asr.modules.conformer_encoder.ConformerEncoderAdapter
+  feat_in: 80
+  feat_out: -1
+  n_layers: 24
+  d_model: 1024
+  subsampling: dw_striding
+  subsampling_factor: 8
+  subsampling_conv_channels: 256
+  causal_downsampling: false
+  ff_expansion_factor: 4
+  self_attention_model: rel_pos
+  n_heads: 8
+  att_context_size:
+  - -1
+  - -1
+  att_context_style: regular
+  xscaling: true
+  untie_biases: true
+  pos_emb_max_len: 5000
+  conv_kernel_size: 9
+  conv_norm_type: batch_norm
+  conv_context_size: null
+  dropout: 0.1
+  dropout_pre_encoder: 0.1
+  dropout_emb: 0.0
+  dropout_att: 0.1
+  stochastic_depth_drop_prob: 0.0
+  stochastic_depth_mode: linear
+  stochastic_depth_start_layer: 1
+decoder:
+  _target_: nemo.collections.asr.modules.ConvASRDecoder
+  feat_in: 1024
+  num_classes: 2000
+  vocabulary:
+  - <unk>
+  - <s>
+  - </s>
+  - SYSTE
+  - INVOICE
+  - REBUKE
+  - ASSESSMENT
+  - MOTION
+  - CONTEMPLATING
+  - EMPATIZE
+  - ASSESS
+  - ENERGY
+  - DISTANCE
+  - AGREEMENT
+  - CRITICISM
+  - EXCITEMENT
+  - ECONOMY
+  - LIST
+  - INTRODUCTION
+  - VEHICLE
+  - REACT
+  - ANGRY
+  - MEDICAL
+  - CALCULATION
+  - HEAR
+  - ORDINANCE
+  - APPRAISAL
+  - ANGLE
+  - NOTE
+  - CHAT
+  - CONGRATULATION
+  - EQUATION
+  - SKILL
+  - INQUISITIVE
+  - PLANNING
+  - ARGUMENTATIVE
+  - DEDUCTION
+  - DOUBT
+  - GENEALOGICAL
+  - STOP
+  - SENTENCE
+  - ENGAGE
+  - CONCLUSION
+  - SWEAR
+  - PERCENT
+  - LUCK
+  - SAMPLE
+  - PROMOTION
+  - RECEIVE
+  - OBJECTION
+  - SET
+  - CONVERSE
+  - MORALIZE
+  - SUGGEST
+  - APPRECIATE
+  - A
+  - YESNO
+  - PROCEDURE
+  - SECURE
+  - ASPIRATIONAL
+  - JUSTIFY
+  - ANSWER
+  - EXAMPLE
+  - CONSTANT
+  - PRESCRIPTION
+  - PROCLAIM
+  - CLOSURE
+  - RELIEF
+  - THREATENING
+  - SENSOR
+  - PROCEED
+  - LISTING
+  - RESPONSE
+  - WORRY
+  - SERIAL
+  - START
+  - EMPHASIZE
+  - PROVERB
+  - INCITE
+  - REVIEW
+  - AFFIRM
+  - CORRECTION
+  - PERMIT
+  - CONTINUE
+  - CONCERNED
+  - WORKPIECE
+  - INFER
+  - SHARE
+  - CLOSE
+  - GENERAL
+  - DIAGNOSIS
+  - CUISINE
+  - ANATOMICAL
+  - WEBSITE
+  - UTTERANCE
+  - BIO
+  - COMMEMORATE
+  - TO
+  - INJURY
+  - PART
+  - APOLOGY
+  - SYMBOL
+  - USERNAME
+  - PERSUASION
+  - WATER
+  - LOCATIONLOCATION
+  - WAR
+  - CERTIFICATION
+  - REMIND
+  - DYNASTY
+  - INSPIRE
+  - PROPERTY
+  - REMEMBER
+  - BANKS
+  - ENTITY
+  - GATE
+  - APPLICATION
+  - ANG
+  - FINDINGS
+  - TEMPERATURE
+  - LIMITATIONS
+  - MATERIAL
+  - ALBUM
+  - FORMAT
+  - GENRE
+  - ORGANIZATIO
+  - NARRATION
+  - FRAGMENTARY
+  - DIMENSION
+  - DRINK
+  - PROPHESY
+  - INCENTIVE
+  - CONCEPT
+  - ADD
+  - SEEKING
+  - STYLE
+  - READING
+  - FILLER
+  - FUNDING
+  - DECLARATIVE
+  - DEFINE
+  - CELL
+  - CONTRADICTION
+  - SHOPPING
+  - JUDGE
+  - ETCHANT
+  - TRAIN
+  - VARIABLE
+  - HEALTH
+  - APOLOGIZE
+  - MACHINE
+  - CONTRADICTORY
+  - PARTICLE
+  - CURRENT
+  - TERM
+  - SERVER
+  - GO
+  - ARRANGE
+  - COURSE
+  - CREDIT
+  - REGION
+  - DENOUNCE
+  - ELEMENT
+  - PROFICIENCY
+  - DIRECTIVE
+  - ACTION
+  - ADDRESS
+  - METAPHOR
+  - MENTION
+  - COMPLAIN
+  - DEFINITION
+  - EMERGENCY
+  - SEARCH
+  - FORGIVE
+  - HISTORY
+  - SHELL
+  - STAFF
+  - MONEY
+  - DISCUSS
+  - DIRECTING
+  - ART
+  - PROTEST
+  - EMPATHETIC
+  - CAPABILITY
+  - COMPLAINT
+  - ORDER
+  - RESOLVE
+  - INTERRUPTION
+  - DIRECT
+  - CONFESSION
+  - TEMPT
+  - BUSINESS
+  - TESTIFY
+  - DECLARING
+  - INTENTION
+  - REJOICE
+  - AMENDMENT
+  - PROPHETIC
+  - EXPECTATION
+  - RELIGION
+  - EQUITY
+  - SOLUTION
+  - VALUE
+  - ESTIMATE
+  - HUMIDITY
+  - VIOLATION
+  - FEEDBACKEND
+  - ANNOUNCEMENT
+  - ESCAPE
+  - FOR
+  - GRAMMAR
+  - SUGGESTIVE
+  - TASK
+  - TEAM
+  - WARNING
+  - ANNOUNCE
+  - RITUAL
+  - DETERMINE
+  - NOSTALGIC
+  - PRIORITY
+  - GER
+  - COMMAND
+  - SHAPE
+  - FEEL
+  - CORRUPTION
+  - STRATEGIC
+  - ERROR
+  - INFO
+  - VITAL
+  - ASSIST
+  - TECHNIQUE
+  - PROPOSE
+  - URGE
+  - CONDITION
+  - RESTAURANT
+  - MORAL
+  - BELIEF
+  - RATE
+  - PRICE
+  - INTERROGATION
+  - RECOLLECTION
+  - DECEIVE
+  - GOVERNMENT
+  - DISTRICT
+  - DATABASE
+  - EXPLAINING
+  - DISPUTE
+  - RECOMMENDATION
+  - VISION
+  - FEMALE
+  - REVEAL
+  - PROFILE
+  - INCOMPLETE
+  - OBSERVATION
+  - NAM
+  - ISSUE
+  - OBSERVE
+  - QUESTION
+  - REMEMBERING
+  - SADNESS
+  - MISC
+  - PARAMETER
+  - SONG
+  - APPOINTMENT
+  - MANDATE
+  - REPORTING
+  - ACT
+  - YOU
+  - FACILITY
+  - POSSESSIVE
+  - ENDPOINT
+  - ADMONISH
+  - COURSEEND
+  - TRANSACTION
+  - MODULE
+  - COMPARISON
+  - SOURCE
+  - INFORMATIVE
+  - COMMIT
+  - CHARACTER
+  - CONFUSION
+  - LENGTH
+  - LETTER
+  - CONTROL
+  - INVESTIGATION
+  - STATISTICAL
+  - ABILITY
+  - HIGHLIGHT
+  - API
+  - NEU
+  - TIME?
+  - NOISE
+  - THANKFUL
+  - STATUS
+  - WELCOME
+  - AGGRESSIVE
+  - THOUGHT
+  - TRANSACTIONAL
+  - 600PLUS
+  - COUNTY
+  - HEADER
+  - METHOD
+  - COUNSEL
+  - SUPPORT
+  - CONSIDERATION
+  - RESPECT
+  - LOCATION
+  - FORM
+  - AG
+  - TEST
+  - CONSOLE
+  - PRESENTATION
+  - SIGMA
+  - SAYING
+  - WEATHER
+  - KEY
+  - FRAME
+  - CALL
+  - SOFTWARE
+  - EXPLAIN
+  - TEACHING
+  - PLEAD
+  - GENDER
+  - SCALE
+  - PROCLAMATION
+  - CONFUSED
+  - EXAMS
+  - RECITE
+  - TECHNOLOGY
+  - ABBREVIATION
+  - PLAYFUL
+  - EXCITED
+  - TYPE
+  - DEDICATION
+  - PERSUADE
+  - CELEBRATE
+  - EXCEPTION
+  - SUPPLICATION
+  - ETHNICITY
+  - MOTIVATION
+  - REASSURANCE
+  - PRACTICE
+  - SOCIAL
+  - GRATITUDE
+  - CONSTITUTION
+  - ORDINAL
+  - IMAGE
+  - DEDICATORY
+  - CONFESSIONAL
+  - NEWS
+  - PERSUASIVE
+  - OBJECT
+  - UNK
+  - GENEALOGY
+  - CUSTOMER
+  - QUESTIONNAIRE
+  - NEEDS
+  - INSPIRATIONAL
+  - MAKE
+  - MOLECULE
+  - KEEPING
+  - GIVE
+  - ANECDOTAL
+  - TESTIMONY
+  - ASSERTION
+  - REQUIRE
+  - HYPOTHETICAL
+  - CLOTHING
+  - REBUTTAL
+  - REPEAT
+  - ARGUMENT
+  - DISAPPOINTMENT
+  - NEGATIVITY
+  - INHERITANCE
+  - BOOKMARK
+  - OF
+  - Q
+  - MATHEMATICAL
+  - PRAY
+  - MEDAL
+  - PASSPORT
+  - ANXIETY
+  - COMMITMENT
+  - PROPOSAL
+  - ATM
+  - ADMIT
+  - PROTEINS
+  - VERSION
+  - INDEX
+  - HELP
+  - REMINISCENCE
+  - CRACKDOWNS
+  - CONSTRAINT
+  - RIVER
+  - BREAKING
+  - WILLINGNESS
+  - EVALUATE
+  - REPRIMAND
+  - PROTOTYPE
+  - OPINION
+  - SURRENDER
+  - INVESTIGATE
+  - DATA
+  - REMINDER
+  - QUESTIONING
+  - CONV
+  - ENUMERATE
+  - TRACK
+  - COMMUNITY
+  - IMPROVEMENT
+  - '0'
+  - FACT
+  - HISTORICAL
+  - SAY
+  - FEAR
+  - NAMES
+  - REGRET
+  - ROOM
+  - PLACE
+  - INFORMING
+  - COUNTRYUSA
+  - UNCERTAINTY
+  - FIND
+  - CONVERSATIONAL
+  - SKIP
+  - SERVICE
+  - DELIBERATE
+  - INVOKE
+  - POLYMER
+  - FRIENDS
+  - INVITATION
+  - HEAT
+  - UNKNOWN
+  - OFFER
+  - DEITY
+  - DATE
+  - ENTHUSIASM
+  - AFFIRMATIVE
+  - LEARN
+  - OPINE
+  - DIVINE
+  - CRIME
+  - BUY
+  - PLEDGE
+  - ASK
+  - SYSTEM
+  - DEFY
+  - DIALOG
+  - PATH
+  - DOCUMENT
+  - PRESSURE
+  - PRAISE
+  - CLINIC
+  - COST
+  - MEMORY
+  - DEVICES
+  - INTRODUCE
+  - REFLECT
+  - CANCEL
+  - COMPLIMENT
+  - FEATURE
+  - PRIORITIZE
+  - SCHEDULE
+  - DISAGREE
+  - '18'
+  - DAT
+  - DESPAIR
+  - FRUSTRATION
+  - THANKFULNESS
+  - DIAGNOSE
+  - DECISION
+  - RECOVER
+  - EXCLAIM
+  - LOCATIONAL
+  - PRISON
+  - CONCERN
+  - DELIVERY
+  - LANGUAGE
+  - SOOTHE
+  - CRITICIZE
+  - QUANTITY
+  - REACTION
+  - SUBJECT
+  - INVOCATION
+  - HOPE
+  - BRAN
+  - BRAND
+  - PRIC
+  - CAUSE
+  - SELF
+  - VERIFY
+  - BLESSING
+  - CLASS
+  - STORY
+  - ARGUMENTATION
+  - REJECT
+  - CHOICE
+  - WORLD
+  - RETRIBUTION
+  - AFFIRMATION
+  - TECHNICAL
+  - PROFESSION
+  - WEB
+  - TALK
+  - PROPHECY
+  - EXPERIENCE
+  - PLATE
+  - OBJECTIVE
+  - CHALLENGE
+  - TRANSLATE
+  - MEAL
+  - DEPART
+  - SECTION
+  - RECIPE
+  - PHASE
+  - UNFINISHED
+  - MAGAZINE
+  - DISCOVER
+  - LABOR
+  - CONTACT
+  - OKAY
+  - ASLEEP
+  - URL
+  - SCENE
+  - WARN
+  - DONATION
+  - ORGANIZATION
+  - EMPATHIZE
+  - EDUCATION
+  - HOSPITAL
+  - SAINT
+  - RECOMMEND
+  - TERMINAL
+  - GEOMETRIC
+  - ANTICIPATION
+  - EXIT
+  - CONCLUDE
+  - PHYSICS
+  - POINT
+  - EVIDENCE
+  - ANTICIPATE
+  - BIOLOGICAL
+  - MOVIE
+  - CALM
+  - SPECULATIVE
+  - HOWTO
+  - TRAVEL
+  - WORD
+  - NUMBER
+  - HEARING
+  - NEGOTIATE
+  - COMPLETE
+  - CURRENC
+  - ADVISORY
+  - ATOM
+  - CODE
+  - WEEKDAY
+  - SAD
+  - PRODUCTS
+  - FLIGHT
+  - LEAVE
+  - DENSITY
+  - PROHIBITION
+  - RULING
+  - HAP
+  - ITEM
+  - ACKNOWLEDGEMENT
+  - PHILOSOPHICAL
+  - INCONCLUSIVE
+  - MARKET
+  - INSPECT
+  - CONTINENT
+  - STUDY
+  - ACRONYM
+  - AFFIDAVIT
+  - WEEK
+  - EXPLORE
+  - EXPECT
+  - POSITIVE
+  - ROLE
+  - TERMINATION
+  - DRIVER'S
+  - CRIMINAL
+  - ANALOGICAL
+  - '45'
+  - TRANSPORTATION
+  - TEXT
+  - CLAIMS
+  - SUGGESTION
+  - DISBELIEF
+  - RESERVATION
+  - MERIT
+  - PRINCIPLE
+  - NEG
+  - REFUTE
+  - ACTIO
+  - CONTRADICT
+  - ARGUE
+  - ALGORITHM
+  - HYPOTHESIS
+  - 60PLUS
+  - IDEOLOGY
+  - REPLY
+  - TRIAL
+  - HOTEL
+  - INTERVENTION
+  - PROTECT
+  - CONDEMN
+  - MALE
+  - FAREWELL
+  - HUNGER
+  - MUSIC
+  - UNDEFINED
+  - ACKNOWLEDGE
+  - DENY
+  - CORRECT
+  - COMPASSION
+  - RESOURCE
+  - PASSWORD
+  - DELIBERATION
+  - INTERVIEW
+  - FLATTER
+  - WAIT
+  - RANK
+  - COMPOUNDS
+  - 'ON'
+  - PRODUCT
+  - REFUSE
+  - UNDERSTAND
+  - DESIRE
+  - QANDA
+  - CLOSING
+  - EXHORTATIVE
+  - PROPOSITION
+  - EXPOSITION
+  - INFERENCE
+  - TEXTURE
+  - CONDOLENCES
+  - RELATIONSHIP
+  - PERMISSION
+  - ACHIEVEMENT
+  - QUIT
+  - VISCOSITY
+  - COMMENTARY
+  - SPECULATION
+  - READY
+  - JUDGMENT
+  - COUNTRIES
+  - JOKE
+  - PREDICT
+  - TRANSITION
+  - FOCUS
+  - LAMENTATION
+  - INVESTMENT
+  - GEOGRAPHICAL
+  - WISHFUL
+  - PROGRAM
+  - CONFIRMATION
+  - SUBGENRE
+  - 'YES'
+  - WEAPON
+  - DECLINE
+  - CONSOLATION
+  - RESIGNATION
+  - COMMISSION
+  - INQUIRY
+  - WARRANTY
+  - DISTRIBUTION
+  - LOVE
+  - LANGUAG
+  - RELIEVE
+  - DECIDING
+  - GAS
+  - NATIONALITY
+  - ENVY
+  - AGENDA
+  - LONGING
+  - POWER
+  - COUNTR
+  - CASE
+  - NOBILITY
+  - ROYAL
+  - UNDERSTANDING
+  - PROCEEDING
+  - AWARD
+  - APPROVE
+  - DECISIVE
+  - AGE
+  - PLAN
+  - MOTIVE
+  - POETRY
+  - VOLUME
+  - NEGATION
+  - EXAM
+  - ZIP
+  - STRUCTURE
+  - DIRECTIONS
+  - EXPRESSING
+  - REFUSAL
+  - POETIC
+  - DEMAND
+  - FEELING
+  - DECLARE
+  - TOAST
+  - SPACE
+  - GUESS
+  - UNABLE
+  - TOOL
+  - LOCATIO
+  - TRANSFER
+  - SYSTEMS
+  - RECOUNT
+  - SPECIES
+  - UNCLEAR
+  - JOY
+  - EQUIPMENT
+  - PHRASE
+  - SIZE
+  - CAMPAIGN
+  - ACCUSATIVE
+  - PHILOSOPHIZE
+  - DURATIO
+  - INTERROGATE
+  - SEA
+  - ACCOUNT
+  - MODEL
+  - REVERT
+  - IDEATION
+  - TITLE
+  - GENE
+  - CRITIQUE
+  - ASSURE
+  - ADVERTISEMENT
+  - BUDGET
+  - HARDWARE
+  - NEGATE
+  - OFFERING
+  - TABLE
+  - PERCENTAGE
+  - METADATA
+  - NATURAL
+  - DISAGREEMENT
+  - ASPIRATION
+  - BUILDING
+  - OUTPUT
+  - ADVERTISE
+  - INTERPRETATION
+  - OBSERVATIONAL
+  - OPTION
+  - VECTOR
+  - PRIZE
+  - GOODWISH
+  - BYE
+  - ISSUES
+  - COMM
+  - CAUTION
+  - LIMITATION
+  - QUALITY
+  - ACCUSATION
+  - SOLVE
+  - TECH
+  - CREATE
+  - CLASSIFY
+  - DISEASE
+  - SHARING
+  - NAME
+  - BLAME
+  - WISH
+  - PROBLEMEND
+  - MEDIA
+  - RESEARCH
+  - STRATEGY
+  - GRADE
+  - DEADLINE
+  - PERIOD
+  - LIKE
+  - MAKING
+  - PAST
+  - THEME
+  - FORGIVENESS
+  - DONATE
+  - EMPATHY
+  - RISK
+  - AFFECTION
+  - STATUTE
+  - VOLTAGE
+  - APPROXIMATE
+  - THEORY
+  - ANNOYANCE
+  - CAPACITY
+  - MUTUAL
+  - DONE
+  - EXCLUSION
+  - DEBATE
+  - REASON
+  - SING
+  - ADVOCATE
+  - REMINISCENT
+  - COMPONENT
+  - WISHES
+  - YEAR
+  - END
+  - SUMMARIZE
+  - ASSURANCE
+  - TRUST
+  - MAINTAIN
+  - PERCEIVE
+  - FAMILY
+  - OUTRAGE
+  - COUNT
+  - LEVEL
+  - INSTRUCTIVE
+  - PLANET
+  - DATABASES
+  - AUDIO
+  - PRONOUN
+  - COURT
+  - SIGN
+  - SETTING
+  - SPEED
+  - GOAL
+  - ADDRESSING
+  - DOMAIN
+  - BALOT
+  - HEAL
+  - FIELD
+  - YEARS
+  - SEASON
+  - DREAM
+  - DESCRIBE
+  - SURPRISE
+  - PERSONAL
+  - STATE
+  - DEFENSE
+  - REASSURING
+  - SOLVING
+  - EXPRESSIVE
+  - GREETING
+  - SCENARIO
+  - REALIZATION
+  - PREFERENCE
+  - PETITION
+  - NEU)
+  - AREA
+  - ITEND
+  - REMORSE
+  - COMMODITY
+  - REFER
+  - RECOGNIZE
+  - ENVIRONMENT
+  - THANKS
+  - BLESS
+  - NONE
+  - QUOTE
+  - MISREPRESENTATION
+  - NARRATE
+  - APOLOGETIC
+  - CPU
+  - EMPATHIC
+  - ACCUSATORY
+  - DISCLAIM
+  - IDEA
+  - RELIGIOUS
+  - MEASUREMENT
+  - PROVIDER
+  - SNIPPET
+  - PURCHASE
+  - NOTIFY
+  - MOVEMENT
+  - RECOMM
+  - BILL
+  - WANT
+  - COMMITTEE
+  - INFORM
+  - ATTRIBUTE
+  - MEMO
+  - QUERY
+  - RANGE
+  - ALARM
+  - ASSERTIVE
+  - DESCRIBING
+  - RECALL
+  - CONDOLENCE
+  - POEM
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+  - QUOTATION
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+  - UNSPECIFIED
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+  - EMOTION
+  - SOUND
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+  - _
+  - .
+  - '?'
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+  - s
+  - ▁the
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+  - en
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+  - une
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+  - ▁We
+  - ;
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+  - way
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+  - age
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+  - mu
+  - part
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+  - ▁right
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+  - mon
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+  - R
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+  - mp
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+  - S
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+  - B
+  - q
+  - T
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+  - C
+  - E
+  - H
+  - M
+  - F
+  - G
+  - P
+  - K
+  - W
+  - ã
+  - ù
+interctc:
+  loss_weights: []
+  apply_at_layers: []
+optim:
+  name: adamw
+  lr: 0.0001
+  betas:
+  - 0.9
+  - 0.98
+  weight_decay: 0.0
+  sched:
+    name: CosineAnnealing
+    warmup_steps: 500
+    warmup_ratio: null
+    min_lr: 0.0001
+target: nemo.collections.asr.models.ctc_bpe_models.EncDecCTCModelBPE
+nemo_version: 1.19.0rc0
+decoding:
+  strategy: greedy
+  preserve_alignments: null
+  compute_timestamps: null
+  word_seperator: ' '
+  ctc_timestamp_type: all
+  batch_dim_index: 0
+  greedy:
+    preserve_alignments: false
+    compute_timestamps: false
+    preserve_frame_confidence: false
+    confidence_method_cfg: null
+  beam:
+    beam_size: 4
+    search_type: default
+    preserve_alignments: false
+    compute_timestamps: false
+    return_best_hypothesis: true
+    beam_alpha: 1.0
+    beam_beta: 0.0
+    kenlm_path: null
+    flashlight_cfg:
+      lexicon_path: null
+      boost_path: null
+      beam_size_token: 16
+      beam_threshold: 20.0
+      unk_weight: -.inf
+      sil_weight: 0.0
+    pyctcdecode_cfg:
+      beam_prune_logp: -10.0
+      token_min_logp: -5.0
+      prune_history: false
+      hotwords: null
+      hotword_weight: 10.0
+  confidence_cfg:
+    preserve_frame_confidence: false
+    preserve_token_confidence: false
+    preserve_word_confidence: false
+    exclude_blank: true
+    aggregation: min
+    tdt_include_duration: false
+    method_cfg:
+      name: entropy
+      entropy_type: tsallis
+      alpha: 0.33
+      entropy_norm: exp
+      temperature: 0.33
+  temperature: 1.0