config: conf/train_asr_e_branchformer.yaml
print_config: false
log_level: INFO
drop_last_iter: false
dry_run: false
iterator_type: sequence
valid_iterator_type: null
output_dir: exp/asr_train_asr_e_branchformer_raw_en_bpe5000_sp
ngpu: 1
seed: 0
num_workers: 4
num_att_plot: 3
dist_backend: nccl
dist_init_method: env://
dist_world_size: null
dist_rank: null
local_rank: 0
dist_master_addr: null
dist_master_port: null
dist_launcher: null
multiprocessing_distributed: false
unused_parameters: true
sharded_ddp: false
use_memory: false
cudnn_enabled: true
cudnn_benchmark: false
cudnn_deterministic: true
collect_stats: false
write_collected_feats: false
max_epoch: 80
patience: null
val_scheduler_criterion:
- valid
- loss
early_stopping_criterion:
- valid
- loss
- min
best_model_criterion:
-   - valid
    - acc
    - max
keep_nbest_models: 10
nbest_averaging_interval: 10
grad_clip: 5.0
grad_clip_type: 2.0
grad_noise: false
accum_grad: 4
no_forward_run: false
resume: true
train_dtype: float32
use_amp: true
log_interval: null
use_matplotlib: true
use_tensorboard: true
create_graph_in_tensorboard: false
use_wandb: false
wandb_project: null
wandb_id: null
wandb_entity: null
wandb_name: null
wandb_model_log_interval: -1
detect_anomaly: false
use_adapter: false
adapter: lora
save_strategy: all
adapter_conf: {}
pretrain_path: null
init_param: []
ignore_init_mismatch: false
freeze_param: []
num_iters_per_epoch: null
batch_size: 20
valid_batch_size: null
batch_bins: 35000000
valid_batch_bins: null
train_shape_file:
- exp/asr_stats_raw_en_bpe5000_sp/train/speech_shape
- exp/asr_stats_raw_en_bpe5000_sp/train/text_shape.bpe
valid_shape_file:
- exp/asr_stats_raw_en_bpe5000_sp/valid/speech_shape
- exp/asr_stats_raw_en_bpe5000_sp/valid/text_shape.bpe
batch_type: numel
valid_batch_type: null
fold_length:
- 80000
- 150
sort_in_batch: descending
shuffle_within_batch: false
sort_batch: descending
multiple_iterator: false
chunk_length: 500
chunk_shift_ratio: 0.5
num_cache_chunks: 1024
chunk_excluded_key_prefixes: []
chunk_default_fs: null
train_data_path_and_name_and_type:
-   - dump/raw/small_sp/wav.scp
    - speech
    - sound
-   - dump/raw/small_sp/text
    - text
    - text
valid_data_path_and_name_and_type:
-   - dump/raw/dev/wav.scp
    - speech
    - sound
-   - dump/raw/dev/text
    - text
    - text
allow_variable_data_keys: false
max_cache_size: 0.0
max_cache_fd: 32
allow_multi_rates: false
valid_max_cache_size: null
exclude_weight_decay: false
exclude_weight_decay_conf: {}
optim: adam
optim_conf:
    lr: 0.002
    weight_decay: 1.0e-06
scheduler: warmuplr
scheduler_conf:
    warmup_steps: 40000
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- ▁BEGIN
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- CEPT
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- YOU
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- CAN
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- TRO
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- LINESS
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- IX
- ▁TAUGHT
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- ▁42
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- ▁19
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- ▁WOE
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- ▁11
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- ▁ASSERT
- ▁UTTERLY
- ▁PROP
- ▁BEATEN
- ▁WRITER
- ▁WAG
- ▁SUPREME
- ▁LIBERAL
- ▁GENERATION
- ▁WINFIELD
- ▁CREATED
- ▁BEGGED
- ▁SLIGHTLY
- ▁COMPOSED
- ▁VARI
- ▁SUCCEED
- ▁GAZED
- ▁GLIMPSE
- ▁PATRIOT
- ▁VERTREES
- ▁CLAUDE
- ▁SPIRITUAL
- ▁SHIFT
- ▁DEPTH
- ▁BRANCHES
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- ▁INCHES
- ▁DENY
- ▁FEBRUARY
- ▁NOVEMBER
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- UCTION
- ▁INTENT
- ▁WITT
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- ARILY
- ▁AINO
- ▁CHIN
- ▁WHARTON
- ▁BORDER
- ▁LOVING
- ▁CREPT
- ▁TUMBL
- ▁SWELL
- ▁KICK
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- ▁UTMOST
- ▁VOYAGE
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- ▁STAMP
- ▁MORTAL
- ▁OBSERV
- ▁ROGER
- ▁RESTORE
- BUT
- ▁DESCRIBE
- ▁ROPE
- ▁PROFOUND
- ▁SPECTACLE
- ▁BOTTLE
- ▁POVERTY
- ▁DISPUTE
- ▁DEVOTED
- ▁SINK
- ▁30
- ▁SHARPLY
- ▁SHIELD
- ▁QUALITY
- ▁VISIBLE
- ▁OATH
- ▁HIDING
- ▁SCATTERED
- ▁BREED
- ▁JAR
- ▁CONNECTION
- ▁SCALE
- ▁OWE
- ▁STEW
- ▁PERMIT
- ▁HEPSEY
- ▁DIGNITY
- ▁INDULGE
- ▁CEASE
- ▁DANCING
- ▁BENCH
- ▁RENT
- ▁ENTR
- ▁MADAM
- WORTH
- ▁BATTALION
- ▁UNHAPPY
- ▁SECTION
- ▁DRANK
- ▁ANYHOW
- ▁ELLEN
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- ▁VERSE
- ▁CONVINCED
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- ▁MISERY
- ▁INSULT
- ▁INTRODUCED
- ▁CAPTURE
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- WOOD
- ▁SIGNAL
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- ▁INDEPENDENT
- ▁PRECISELY
- ▁COMPASS
- ▁EMBRAC
- ▁TRADITION
- ▁HESITATED
- ▁INTERFERE
- ▁INVITED
- UX
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- ▁EXPERIMENT
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- ▁STYLE
- ▁DEPARTED
- ▁PRODUCTION
- ▁COUNTER
- ▁DRAG
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- ▁IMPATIENT
- ▁RECOLLECT
- ▁RAIL
- ▁BARON
- ▁MILD
- ▁SHAKING
- ▁EUROPEAN
- ▁RICHARD
- ▁CREW
- ▁NEAT
- ▁REASONABLE
- ▁ABSURD
- ▁PHRASE
- ▁THRILL
- ▁SUGAR
- ▁SOURCE
- ▁BOSOM
- ▁TERRA
- ▁REDUCED
- ▁WAGES
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- ▁GROWTH
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- ▁FREDERICK
- ▁SIXTEEN
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- ▁HASTILY
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- ▁SPORT
- ▁BOND
- ▁METAL
- ▁POPULATION
- ▁UNIVERSAL
- ▁COYOTE
- ▁CRASH
- ▁CHARACTERISTIC
- ▁WOOL
- ▁AGONY
- ▁STARTLED
- ▁OW
- ▁WHIL
- ▁MOCK
- ▁DESPITE
- ▁VALUABLE
- ▁RESERVE
- ▁DISPOSED
- ▁MANIFEST
- ▁CENTRAL
- ▁DARLING
- ▁PROPHET
- ▁SHIRT
- ▁DISCOVERY
- ▁IGNORANT
- ATTERED
- ▁PULLET
- MMING
- ▁FATAL
- ▁FROG
- ▁FIX
- ▁MISFORTUNE
- ▁SATISFY
- ▁DECEMBER
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- ▁PURPLE
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- ▁ERROR
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- ▁EARLIER
- ▁GLANC
- ABILITY
- ▁POOL
- ▁FOE
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- ▁DESTRUCTION
- ▁MELANCHOLY
- ▁STUCK
- ▁PEASANT
- ▁LINGER
- ▁PUNISHMENT
- ▁EATEN
- ▁PILGRIM
- ▁GLITTER
- ▁HOLLOW
- ▁25
- ▁STIRRED
- ▁RESISTANCE
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- IZING
- ▁SEAL
- ▁BLANK
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- ▁REJECT
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- MASTER
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- ▁ZEAL
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- ▁INFER
- ▁SEIZE
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- ▁DECENT
- ROUND
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- ▁UNCERTAIN
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- ▁SPECULAT
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- ▁DRAMA
- ▁YEH
- ▁APPARENT
- ARIA
- ▁DELIGHTFUL
- ▁SEX
- ▁EPI
- ▁PROVINCIAL
- ▁ABSENT
- ▁SLAIN
- ▁WHIRL
- ▁UGLY
- ▁SHIVER
- ▁SUNSET
- ▁IGNORANCE
- ▁HAMMER
- ▁MEANTIME
- ▁CHOSE
- ▁REALIZE
- ▁TERRITORY
- ▁QUANTITY
- ▁IMPULSE
- ▁FLANK
- ▁MUTTERED
- ▁SUBTLE
- ▁FOG
- ▁24
- ▁DESK
- ▁BLANKET
- ▁DISAPPEAR
- ▁BLADE
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- ▁ILLINOIS
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- ▁JOURNAL
- ▁ACCUSE
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- ▁SNAPPED
- ▁DUSK
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- ▁VIGOROUS
- ▁ADMIRATION
- ▁ATTRIBUT
- ▁INTELLIGENT
- ▁LEATHER
- ▁LINDON
- ▁INHABITANTS
- ▁ORNAMENT
- ▁MOONLIGHT
- ▁NEGOTIATION
- ▁22
- ▁TIGER
- ▁UNDERTAKE
- ▁AGREEABLE
- ▁DRIED
- ▁WAIST
- ▁WAIL
- ▁WEAKNESS
- ▁COMPOS
- ▁CHANNEL
- ▁HORIZON
- ▁INCREASING
- ▁ZEELAND
- ▁BUNDLE
- ▁ROBBER
- ▁SPEAR
- ▁JESUS
- ▁SENSATION
- ▁SWEAT
- ▁NEIGHBORHOOD
- ▁HARSH
- ▁HOOK
- ▁RIVAL
- ▁MERIT
- ▁SCORE
- ▁SEW
- ▁RICE
- ▁ABROAD
- ▁FEEBLE
- ▁VOLUNTEER
- ▁REMOTE
- ▁AROUSED
- ▁HITHER
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- IFYING
- ▁PRIV
- ▁ACHIEVE
- ▁DESPATCH
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- ▁NONSENSE
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- ▁COMMITTED
- ▁LASH
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- ▁SEVENTY
- ▁DART
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- ▁PROVINCE
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- ▁POLITICS
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- ▁FEDERAL
- ▁VARIETY
- ▁WRATH
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- ▁27
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- ▁26
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- ▁29
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- ▁PATTERN
- ▁THUMB
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- <sos/eos>
init: null
input_size: null
ctc_conf:
    dropout_rate: 0.0
    ctc_type: builtin
    reduce: true
    ignore_nan_grad: null
    zero_infinity: true
    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: default
frontend_conf:
    n_fft: 512
    hop_length: 160
    fs: 16k
specaug: specaug
specaug_conf:
    apply_time_warp: true
    time_warp_window: 5
    time_warp_mode: bicubic
    apply_freq_mask: true
    freq_mask_width_range:
    - 0
    - 27
    num_freq_mask: 2
    apply_time_mask: true
    time_mask_width_ratio_range:
    - 0.0
    - 0.05
    num_time_mask: 10
normalize: global_mvn
normalize_conf:
    stats_file: exp/asr_stats_raw_en_bpe5000_sp/train/feats_stats.npz
model: espnet
model_conf:
    ctc_weight: 0.3
    lsm_weight: 0.1
    length_normalized_loss: false
preencoder: null
preencoder_conf: {}
encoder: e_branchformer
encoder_conf:
    output_size: 512
    attention_heads: 8
    attention_layer_type: rel_selfattn
    pos_enc_layer_type: rel_pos
    rel_pos_type: latest
    cgmlp_linear_units: 3072
    cgmlp_conv_kernel: 31
    use_linear_after_conv: false
    gate_activation: identity
    num_blocks: 17
    dropout_rate: 0.1
    positional_dropout_rate: 0.1
    attention_dropout_rate: 0.1
    input_layer: conv2d
    layer_drop_rate: 0.1
    linear_units: 1024
    positionwise_layer_type: linear
    macaron_ffn: true
    use_ffn: true
    merge_conv_kernel: 31
postencoder: null
postencoder_conf: {}
ntm: null
ntm_conf: {}
decoder: transformer
decoder_conf:
    attention_heads: 8
    linear_units: 2048
    num_blocks: 6
    dropout_rate: 0.1
    positional_dropout_rate: 0.1
    self_attention_dropout_rate: 0.1
    src_attention_dropout_rate: 0.1
    layer_drop_rate: 0.2
preprocessor: default
preprocessor_conf: {}
required:
- output_dir
- token_list
version: '202402'
distributed: false