Karthik_sinhala_asr_train_asr_transformer
/
exp
/asr_stats_raw_en_word
/logdir
/stats.23
/config.yaml
config: conf/train_asr.yaml | |
print_config: false | |
log_level: INFO | |
dry_run: false | |
iterator_type: sequence | |
output_dir: exp/asr_stats_raw_en_word/logdir/stats.23 | |
ngpu: 0 | |
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: null | |
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: true | |
write_collected_feats: false | |
max_epoch: 50 | |
patience: null | |
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: 5 | |
grad_clip: 5.0 | |
grad_clip_type: 2.0 | |
grad_noise: false | |
accum_grad: 1 | |
no_forward_run: false | |
resume: false | |
train_dtype: float32 | |
use_amp: false | |
log_interval: null | |
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: 20 | |
valid_batch_size: null | |
batch_bins: 1000000 | |
valid_batch_bins: null | |
train_shape_file: | |
- exp/asr_stats_raw_en_word/logdir/train.23.scp | |
valid_shape_file: | |
- exp/asr_stats_raw_en_word/logdir/valid.23.scp | |
batch_type: folded | |
valid_batch_type: null | |
fold_length: [] | |
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/wav.scp | |
- speech | |
- sound | |
- - dump/raw/train/text | |
- text | |
- text | |
valid_data_path_and_name_and_type: | |
- - dump/raw/valid/wav.scp | |
- speech | |
- sound | |
- - dump/raw/valid/text | |
- text | |
- text | |
allow_variable_data_keys: false | |
max_cache_size: 0.0 | |
max_cache_fd: 32 | |
valid_max_cache_size: null | |
optim: adam | |
optim_conf: | |
lr: 0.0002 | |
scheduler: warmuplr | |
scheduler_conf: | |
warmup_steps: 25000 | |
token_list: | |
- <blank> | |
- <unk> | |
- ් | |
- න | |
- ම | |
- ක | |
- ල | |
- ි | |
- ු | |
- ග | |
- ේ | |
- ර | |
- ත | |
- ද | |
- ව | |
- ට | |
- ඕ | |
- ී | |
- ප | |
- ය | |
- ෙ | |
- ස | |
- ණ | |
- ා | |
- ැ | |
- RequestAcc.balance | |
- Moneywithdraw | |
- Moneydeposit | |
- Moneytransfer | |
- Billpayments | |
- බ | |
- ඉ | |
- ශ | |
- ෂ | |
- ඩ | |
- Creditcardpayments | |
- එ | |
- | |
- හ | |
- <sos/eos> | |
init: null | |
input_size: null | |
ctc_conf: | |
dropout_rate: 0.0 | |
ctc_type: builtin | |
reduce: true | |
ignore_nan_grad: true | |
model_conf: | |
ctc_weight: 0.5 | |
ignore_id: -1 | |
lsm_weight: 0.0 | |
length_normalized_loss: false | |
report_cer: true | |
report_wer: true | |
sym_space: <space> | |
sym_blank: <blank> | |
extract_feats_in_collect_stats: true | |
use_preprocessor: true | |
token_type: word | |
bpemodel: null | |
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 | |
- 30 | |
num_freq_mask: 2 | |
apply_time_mask: true | |
time_mask_width_range: | |
- 0 | |
- 40 | |
num_time_mask: 2 | |
normalize: utterance_mvn | |
normalize_conf: {} | |
preencoder: null | |
preencoder_conf: {} | |
encoder: transformer | |
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 | |
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 | |
required: | |
- output_dir | |
- token_list | |
version: 0.10.3a3 | |
distributed: false | |