|
config: conf/tuning/train_asr_rnn.yaml |
|
print_config: false |
|
log_level: INFO |
|
dry_run: false |
|
iterator_type: sequence |
|
output_dir: exp/asr_train_asr_rnn_raw_th_bpe150_sp |
|
ngpu: 1 |
|
seed: 0 |
|
num_workers: 1 |
|
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: false |
|
sharded_ddp: false |
|
cudnn_enabled: true |
|
cudnn_benchmark: false |
|
cudnn_deterministic: true |
|
collect_stats: false |
|
write_collected_feats: false |
|
max_epoch: 15 |
|
patience: 3 |
|
val_scheduler_criterion: |
|
- valid |
|
- loss |
|
early_stopping_criterion: |
|
- valid |
|
- loss |
|
- min |
|
best_model_criterion: |
|
- - train |
|
- loss |
|
- min |
|
- - valid |
|
- loss |
|
- min |
|
- - train |
|
- acc |
|
- max |
|
- - 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: 1 |
|
no_forward_run: false |
|
resume: true |
|
train_dtype: float32 |
|
use_amp: false |
|
log_interval: null |
|
use_matplotlib: true |
|
use_tensorboard: true |
|
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: [] |
|
ignore_init_mismatch: false |
|
freeze_param: [] |
|
num_iters_per_epoch: null |
|
batch_size: 30 |
|
valid_batch_size: null |
|
batch_bins: 1000000 |
|
valid_batch_bins: null |
|
train_shape_file: |
|
- exp/asr_stats_raw_th_bpe150_sp/train/speech_shape |
|
- exp/asr_stats_raw_th_bpe150_sp/train/text_shape.bpe |
|
valid_shape_file: |
|
- exp/asr_stats_raw_th_bpe150_sp/valid/speech_shape |
|
- exp/asr_stats_raw_th_bpe150_sp/valid/text_shape.bpe |
|
batch_type: folded |
|
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 |
|
train_data_path_and_name_and_type: |
|
- - dump/raw/train_th_sp/wav.scp |
|
- speech |
|
- sound |
|
- - dump/raw/train_th_sp/text |
|
- text |
|
- text |
|
valid_data_path_and_name_and_type: |
|
- - dump/raw/dev_th/wav.scp |
|
- speech |
|
- sound |
|
- - dump/raw/dev_th/text |
|
- text |
|
- text |
|
allow_variable_data_keys: false |
|
max_cache_size: 0.0 |
|
max_cache_fd: 32 |
|
valid_max_cache_size: null |
|
optim: adadelta |
|
optim_conf: |
|
lr: 0.1 |
|
scheduler: null |
|
scheduler_conf: {} |
|
token_list: |
|
- <blank> |
|
- <unk> |
|
- ▁ |
|
- น |
|
- ร |
|
- ก |
|
- า |
|
- เ |
|
- อ |
|
- ง |
|
- ย |
|
- ม |
|
- ั |
|
- ส |
|
- ด |
|
- บ |
|
- ว |
|
- ิ |
|
- ล |
|
- ค |
|
- ต |
|
- ห |
|
- ่ |
|
- ท |
|
- ้ |
|
- พ |
|
- ช |
|
- แ |
|
- ี |
|
- จ |
|
- ะ |
|
- ที่ |
|
- ุ |
|
- ้า |
|
- ู |
|
- ์ |
|
- ป |
|
- ข |
|
- ไ |
|
- การ |
|
- โ |
|
- ไม่ |
|
- ่อ |
|
- ่า |
|
- ็ |
|
- ื |
|
- ํา |
|
- ือ |
|
- จะ |
|
- มา |
|
- ของ |
|
- ได้ |
|
- เป็น |
|
- ถ |
|
- ีย |
|
- มี |
|
- ่ง |
|
- ว่า |
|
- ้อ |
|
- ัน |
|
- ใน |
|
- ไป |
|
- คุณ |
|
- ▁ฉัน |
|
- ัง |
|
- เขา |
|
- ความ |
|
- ใ |
|
- ผ |
|
- หน |
|
- ให้ |
|
- ทํา |
|
- ศ |
|
- ซ |
|
- ึ |
|
- นี้ |
|
- ฉัน |
|
- มัน |
|
- ี่ |
|
- ญ |
|
- และ |
|
- ประ |
|
- ิน |
|
- หล |
|
- ษ |
|
- ภ |
|
- ธ |
|
- ณ |
|
- ฟ |
|
- อย่าง |
|
- เธอ |
|
- '?' |
|
- '"' |
|
- ฐ |
|
- '!' |
|
- ฝ |
|
- ฉ |
|
- ฮ |
|
- ๊ |
|
- '''' |
|
- '-' |
|
- ฒ |
|
- ๆ |
|
- ๋ |
|
- ฎ |
|
- ฤ |
|
- ฏ |
|
- ฬ |
|
- ฑ |
|
- . |
|
- ” |
|
- ':' |
|
- “ |
|
- ',' |
|
- ’ |
|
- ; |
|
- ฌ |
|
- E |
|
- R |
|
- O |
|
- T |
|
- N |
|
- A |
|
- I |
|
- S |
|
- F |
|
- C |
|
- '~' |
|
- B |
|
- K |
|
- X |
|
- L |
|
- H |
|
- M |
|
- Y |
|
- — |
|
- J |
|
- W |
|
- ฃ |
|
- _ |
|
- ฯ |
|
- ํ |
|
- U |
|
- ๅ |
|
- ‘ |
|
- G |
|
- '|' |
|
- P |
|
- ฆ |
|
- <sos/eos> |
|
init: null |
|
input_size: null |
|
ctc_conf: |
|
dropout_rate: 0.0 |
|
ctc_type: builtin |
|
reduce: true |
|
ignore_nan_grad: true |
|
joint_net_conf: null |
|
model_conf: |
|
ctc_weight: 0.5 |
|
use_preprocessor: true |
|
token_type: bpe |
|
bpemodel: data/th_token_list/bpe_unigram150/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' |
|
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 |
|
- 27 |
|
num_freq_mask: 2 |
|
apply_time_mask: true |
|
time_mask_width_ratio_range: |
|
- 0.0 |
|
- 0.05 |
|
num_time_mask: 2 |
|
normalize: global_mvn |
|
normalize_conf: |
|
stats_file: exp/asr_stats_raw_th_bpe150_sp/train/feats_stats.npz |
|
preencoder: null |
|
preencoder_conf: {} |
|
encoder: vgg_rnn |
|
encoder_conf: |
|
rnn_type: lstm |
|
bidirectional: true |
|
use_projection: true |
|
num_layers: 4 |
|
hidden_size: 1024 |
|
output_size: 1024 |
|
postencoder: null |
|
postencoder_conf: {} |
|
decoder: rnn |
|
decoder_conf: |
|
num_layers: 2 |
|
hidden_size: 1024 |
|
sampling_probability: 0 |
|
att_conf: |
|
atype: location |
|
adim: 1024 |
|
aconv_chans: 10 |
|
aconv_filts: 100 |
|
required: |
|
- output_dir |
|
- token_list |
|
version: 0.10.6a1 |
|
distributed: false |
|
|