Create config.yaml

config.yaml

@@ -0,0 +1,508 @@
+config: conf/train_asr_demo_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_demo_branchformer_raw_en_bpe300_sp
+ngpu: 1
+seed: 0
+num_workers: 2
+num_att_plot: 0
+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: false
+sharded_ddp: false
+cudnn_enabled: true
+cudnn_benchmark: false
+cudnn_deterministic: true
+collect_stats: false
+write_collected_feats: false
+max_epoch: 100
+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: 2
+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: 64
+valid_batch_size: null
+batch_bins: 1000000
+valid_batch_bins: null
+train_shape_file:
+- exp/asr_stats_raw_en_bpe300_sp/train/speech_shape
+- exp/asr_stats_raw_en_bpe300_sp/train/text_shape.bpe
+valid_shape_file:
+- exp/asr_stats_raw_en_bpe300_sp/valid/speech_shape
+- exp/asr_stats_raw_en_bpe300_sp/valid/text_shape.bpe
+batch_type: folded
+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/train_nodev_sp/wav.scp
+    - speech
+    - sound
+-   - dump/raw/train_nodev_sp/text
+    - text
+    - text
+valid_data_path_and_name_and_type:
+-   - dump/raw/train_dev/wav.scp
+    - speech
+    - sound
+-   - dump/raw/train_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: 0.001
+scheduler: warmuplr
+scheduler_conf:
+    warmup_steps: 800
+token_list:
+- <blank>
+- <unk>
+- ▁
+- o
+- a
+- ▁e
+- ''''
+- ▁um
+- ▁o
+- e
+- ba
+- ▁mu
+- n
+- la
+- ▁n
+- mu
+- ka
+- ▁ku
+- li
+- ▁oku
+- ▁nga
+- ra
+- ko
+- sa
+- ▁a
+- u
+- ▁ki
+- yo
+- ta
+- ki
+- i
+- tu
+- ku
+- zi
+- t
+- wa
+- ▁tu
+- za
+- ga
+- 'no'
+- si
+- ma
+- ▁nti
+- ▁ne
+- ri
+- ▁ba
+- ▁sebo
+- wo
+- re
+- s
+- r
+- ▁eki
+- ze
+- dde
+- bi
+- na
+- te
+- le
+- se
+- ya
+- nya
+- ge
+- ▁ye
+- bu
+- z
+- ▁ebi
+- jja
+- m
+- ▁ka
+- k
+- ▁na
+- ▁bu
+- ▁omu
+- l
+- g
+- ▁wa
+- b
+- lu
+- ▁obu
+- y
+- ti
+- ▁bi
+- ▁oba
+- p
+- lo
+- gi
+- c
+- ▁aba
+- ro
+- nge
+- ▁nnyo
+- nga
+- ngi
+- j
+- ndi
+- me
+- genda
+- ▁te
+- ▁en
+- fu
+- we
+- ke
+- f
+- gu
+- beera
+- ni
+- d
+- mba
+- yi
+- so
+- sobola
+- nyi
+- kola
+- to
+- wu
+- mi
+- ▁bwe
+- ▁we
+- bo
+- ▁naye
+- nda
+- ▁aka
+- ▁ya
+- ▁kye
+- yina
+- bwa
+- ▁ate
+- ▁era
+- ▁ma
+- ntu
+- ▁s
+- h
+- ▁m
+- be
+- kya
+- ffe
+- yita
+- teeka
+- ▁bw
+- va
+- ▁zi
+- ne
+- gamba
+- go
+- ye
+- vu
+- biri
+- lwa
+- nna
+- ▁p
+- ▁ama
+- yinza
+- ▁ng
+- en
+- ▁ky
+- dd
+- gala
+- twa
+- lira
+- singa
+- su
+- ru
+- oku
+- dda
+- ▁kubanga
+- ana
+- funa
+- mwa
+- nja
+- badde
+- mwaanyi
+- mp
+- ▁to
+- ▁bulungi
+- ▁eddagala
+- ▁by
+- limi
+- ▁w
+- kuba
+- lina
+- ▁gye
+- nye
+- kwa
+- ▁li
+- ▁gu
+- ▁kya
+- nde
+- ▁eby
+- ▁okuba
+- mbe
+- ▁olu
+- ▁sente
+- ▁eri
+- lya
+- ▁buli
+- kozesa
+- ter
+- w
+- ▁y
+- ▁c
+- ▁emi
+- ▁kati
+- gimusa
+- ▁awo
+- mbi
+- ▁so
+- ▁si
+- simba
+- ▁gwe
+- ly
+- ▁d
+- v
+- ▁mwe
+- ngu
+- ▁bwo
+- koola
+- ▁ga
+- ▁ddala
+- ▁be
+- tunu
+- ▁okulaba
+- ngo
+- ▁ekyo
+- ▁mi
+- ▁co
+- manyi
+- sanga
+- mbu
+- ▁okwe
+- ▁gw
+- ▁gy
+- koze
+- gwa
+- ▁kwe
+- ▁bye
+- kwata
+- bwe
+- kulu
+- wuliriza
+- de
+- ▁lye
+- bye
+- ogera
+- ▁bbiri
+- tya
+- ndo
+- ▁no
+- ▁abalimi
+- gambye
+- ve
+- tegeeza
+- ▁olw
+- gya
+- di
+- ▁waliwo
+- ▁eky
+- tandika
+- ▁ddagala
+- buuza
+- emwanyi
+- ▁kaakati
+- mbo
+- tuufu
+- ▁wansi
+- ▁amazzi
+- nyu
+- ch
+- tundu
+- ▁kasooli
+- ▁lw
+- tuuka
+- sooka
+- ▁ssatu
+- tereka
+- ▁ettaka
+- ▁ttaka
+- kiseera
+- ▁byona
+- ▁ensigo
+- ▁nnimiro
+- leeta
+- ▁kw
+- ▁kkumi
+- taano
+- kungula
+- etaaga
+- ▁musanvu
+- ▁okw
+- ��obulungi
+- ▁then
+- ▁ttaano
+- emmwanyi
+- ▁program
+- ▁obulwadde
+- ▁ogw
+- ▁ndowooza
+- ▁season
+- x
+- q
+- <sos/eos>
+init: xavier_uniform
+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_unigram300/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_bpe300_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: transformer
+encoder_conf:
+    output_size: 256
+    attention_heads: 4
+    linear_units: 1024
+    num_blocks: 12
+    dropout_rate: 0.1
+    positional_dropout_rate: 0.1
+    attention_dropout_rate: 0.1
+    input_layer: conv2d
+    normalize_before: true
+postencoder: null
+postencoder_conf: {}
+decoder: transformer
+decoder_conf:
+    attention_heads: 4
+    linear_units: 1024
+    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: false