accum_grad: 16 | |
adapter: lora | |
adapter_conf: {} | |
allow_multi_rates: false | |
allow_variable_data_keys: false | |
aux_ctc_tasks: [] | |
batch_bins: 1000000 | |
batch_size: 4 | |
batch_type: sorted | |
best_model_criterion: | |
- - valid | |
- loss | |
- min | |
bpemodel: null | |
chunk_default_fs: null | |
chunk_excluded_key_prefixes: [] | |
chunk_length: 500 | |
chunk_shift_ratio: 0.5 | |
cleaner: null | |
collect_stats: false | |
create_graph_in_tensorboard: false | |
ctc_conf: | |
accumulation: false | |
agg: mean | |
ctc_type: droctc | |
dro_group_count: 6 | |
dro_q_epsilon: 1.0e-10 | |
dro_step_size: 0.0001 | |
final_step_size: 0.001 | |
init_strategy: uniform | |
initial_step_size: 0.0001 | |
laplace_smoothing: 0.0 | |
max_epoch: 40 | |
normalize_grad: false | |
num_iters_per_epoch: 900 | |
running_mean_window: -1 | |
scheduling: false | |
use_running_mean: false | |
warmup_steps: 0 | |
cudnn_benchmark: false | |
cudnn_deterministic: true | |
cudnn_enabled: true | |
decoder: null | |
decoder_conf: {} | |
detect_anomaly: false | |
distributed: false | |
drop_last_iter: false | |
dry_run: false | |
duration_batch_length: -1 | |
early_stopping_criterion: | |
- valid | |
- loss | |
- min | |
encoder: transformer | |
encoder_conf: | |
attention_dropout_rate: 0.1 | |
attention_heads: 8 | |
dropout_rate: 0.1 | |
input_layer: conv2d2 | |
linear_units: 1024 | |
normalize_before: true | |
num_blocks: 2 | |
output_size: 256 | |
positional_dropout_rate: 0.1 | |
exclude_weight_decay: false | |
exclude_weight_decay_conf: {} | |
fold_length: | |
- 80000 | |
- 150 | |
freeze_param: [] | |
frontend: s3prl | |
frontend_conf: | |
download_dir: ./hub | |
frontend_conf: | |
path_or_url: facebook/mms-300m | |
upstream: hf_wav2vec2_custom | |
fs: 16k | |
multilayer_feature: true | |
g2p: null | |
grad_clip: 5.0 | |
grad_clip_type: 2.0 | |
grad_noise: false | |
ignore_init_mismatch: false | |
init: xavier_uniform | |
init_param: [] | |
input_size: null | |
iterator_type: sequence | |
joint_net_conf: null | |
keep_nbest_models: 2 | |
log_interval: null | |
log_level: INFO | |
max_cache_fd: 32 | |
max_cache_size: 0.0 | |
max_epoch: 40 | |
model: espnet | |
model_conf: | |
ctc_weight: 1.0 | |
multiple_iterator: false | |
multiprocessing_distributed: false | |
nbest_averaging_interval: 0 | |
ngpu: 1 | |
no_forward_run: false | |
noise_apply_prob: 1.0 | |
noise_db_range: '13_15' | |
noise_scp: null | |
non_linguistic_symbols: ./nlsyms.txt | |
normalize: utterance_mvn | |
normalize_conf: {} | |
num_att_plot: 3 | |
num_cache_chunks: 1024 | |
num_iters_per_epoch: 900 | |
num_workers: 4 | |
optim: adam | |
optim_conf: | |
lr: 0.0001 | |
weight_decay: 1.0e-06 | |
output_dir: ./inference_results | |
patience: null | |
postencoder: null | |
postencoder_conf: {} | |
preencoder: linear | |
preencoder_conf: | |
input_size: 1024 | |
output_size: 80 | |
preprocessor: default | |
preprocessor_conf: {} | |
pretrain_path: null | |
print_config: false | |
required: | |
- output_dir | |
- token_list | |
resume: true | |
rir_apply_prob: 1.0 | |
rir_scp: null | |
save_strategy: all | |
scheduler: null | |
scheduler_conf: {} | |
seed: 0 | |
sharded_ddp: false | |
short_noise_thres: 0.5 | |
shuffle_within_batch: false | |
sort_batch: descending | |
sort_in_batch: descending | |
specaug: specaug | |
specaug_conf: | |
apply_freq_mask: true | |
apply_time_mask: true | |
apply_time_warp: true | |
freq_mask_width_range: | |
- 0 | |
- 27 | |
num_freq_mask: 2 | |
num_time_mask: 10 | |
time_mask_width_ratio_range: | |
- 0.0 | |
- 0.05 | |
time_warp_mode: bicubic | |
time_warp_window: 5 | |
speech_volume_normalize: null | |
token_list: | |
- <blank> | |
- <unk> | |
- <space> | |
- E | |
- A | |
- I | |
- N | |
- R | |
- K | |
- T | |
- L | |
- O | |
- ะ | |
- S | |
- M | |
- D | |
- H | |
- แถ | |
- แ | |
- U | |
- G | |
- B | |
- ะ | |
- ะ | |
- ะ | |
- ะซ | |
- แ | |
- ะ | |
- ำ | |
- ะ | |
- แ | |
- ะข | |
- W | |
- แ | |
- แ | |
- Y | |
- V | |
- ะ | |
- ร | |
- J | |
- แ | |
- '[tat]' | |
- แ | |
- ะ | |
- P | |
- แ | |
- แ | |
- '[nbl]' | |
- Z | |
- '[kmr]' | |
- '[nno]' | |
- แ | |
- ะ | |
- ะ | |
- ะฃ | |
- ะ | |
- ร | |
- F | |
- ะก | |
- แ | |
- แ | |
- แ | |
- แ | |
- ะ | |
- ร | |
- แ | |
- แท | |
- แป | |
- ะจ | |
- แ | |
- แพ | |
- ๋ค | |
- แ | |
- แ | |
- ะ | |
- แ | |
- ะง | |
- แธ | |
- ์ด | |
- ะ | |
- แ | |
- ะ | |
- แข | |
- ๋ | |
- แ | |
- าฎ | |
- แผ | |
- แ | |
- X | |
- าข | |
- ร | |
- ์ | |
- '[kor]' | |
- ำจ | |
- แ | |
- C | |
- ะฏ | |
- แ | |
- แฝ | |
- แ | |
- แ | |
- ์ | |
- '[khm]' | |
- ล | |
- ร | |
- ํ | |
- ์ | |
- ๋ | |
- แ | |
- ๋ก | |
- ์ | |
- ๊ฐ | |
- ์ง | |
- แ | |
- แ | |
- ๊ณ | |
- แ | |
- ะฅ | |
- แ | |
- า | |
- แ | |
- ร | |
- แ | |
- แ | |
- ์ | |
- ๊ธฐ | |
- ์ฌ | |
- Q | |
- ์ | |
- ํ | |
- แน | |
- '0' | |
- ะ | |
- ๋ฅผ | |
- ์ | |
- ์ผ | |
- ์ค | |
- ์ต | |
- ๋ | |
- ์ด | |
- ์ | |
- แ | |
- ๋ค | |
- ์ | |
- ๋ฆฌ | |
- ์ธ | |
- ํด | |
- ๊ทธ | |
- ๋ | |
- แบ | |
- '1' | |
- ์ | |
- แก | |
- ์ | |
- แ | |
- ๋ณด | |
- ๋ผ | |
- ๋ถ | |
- ๋ | |
- ะฌ | |
- ํ | |
- ์ผ | |
- แ | |
- ๊ฒ | |
- '2' | |
- ์ | |
- ะฎ | |
- ๊ฒ | |
- แ | |
- ์ | |
- ๋ง | |
- ์ฃผ | |
- าบ | |
- แ | |
- ํธ | |
- ะญ | |
- แ | |
- ์ | |
- ์ | |
- ๊ณผ | |
- ์ฌ | |
- ์ | |
- ํ | |
- ๋ฌธ | |
- ์ฅ | |
- ์ | |
- ๋ฏธ | |
- ์ | |
- ๋ฉด | |
- ๋ | |
- ๋ | |
- แ | |
- ๋ฌผ | |
- ์ | |
- ์ | |
- ์ฐ | |
- ๊ฑฐ | |
- ๊ตญ | |
- ๋ชจ | |
- ๊ตฌ | |
- ์ | |
- ๊ฒฝ | |
- ์ธ | |
- ์ | |
- ๊ณ | |
- ๊ฐ | |
- ๋ฉฐ | |
- ๋ฌ | |
- ์ | |
- ๊ณต | |
- ๋น | |
- ๋ฅด | |
- ะค | |
- ์ | |
- ์ค | |
- '9' | |
- ์ฑ | |
- แ | |
- ๋ฐ | |
- แ | |
- ํฉ | |
- ๋ | |
- ๋ | |
- ๊ฐ | |
- ๊ด | |
- ๋ฐฉ | |
- ํ | |
- ๋ถ | |
- ์ค | |
- ์ | |
- ํ | |
- ๋ฐ | |
- '5' | |
- ์ | |
- ๋ | |
- '6' | |
- ์ฉ | |
- ๋ ค | |
- ์ฐ | |
- ๋ฌด | |
- ๋ช | |
- ๋ | |
- ์ | |
- ์กฐ | |
- ์ฐจ | |
- ํฐ | |
- ์ | |
- ๋ฐ | |
- ํ | |
- ์ผ | |
- '3' | |
- ํ | |
- ๋ด | |
- ๋น | |
- ์ด | |
- ๋ง | |
- '8' | |
- ๋ฒ | |
- ๋ฅธ | |
- ๋ฐ | |
- แฑ | |
- ์ | |
- ๋ | |
- ์ค | |
- แ | |
- แ | |
- ํฌ | |
- ํค | |
- ๋ | |
- ๋ ธ | |
- ํฌ | |
- ์ | |
- ์ | |
- '4' | |
- ์ญ | |
- ํต | |
- ์ง | |
- ํ | |
- ๊ต | |
- ์ชฝ | |
- แฌ | |
- ํผ | |
- ํจ | |
- ๋ช | |
- ํ | |
- ๋ถ | |
- ์ฌ | |
- ํ | |
- ๋ฌ | |
- ๊ฐ | |
- ๋จ | |
- ร | |
- แ | |
- ๋ | |
- ์น | |
- ํ | |
- ๋ฅ | |
- ์ | |
- ๊ฒฐ | |
- ์ฒด | |
- ๋ | |
- ํ | |
- ํธ | |
- ๋ก | |
- ๋ฃจ | |
- ๋ฅ | |
- ๋ฐ | |
- ์ | |
- ๋ | |
- ์ฌ | |
- ์ | |
- ๋ | |
- ๋ | |
- '7' | |
- ์ฌ | |
- ์ | |
- ์ | |
- ์นด | |
- ๋ง | |
- ๊ฐ | |
- ์ด | |
- ๊ตฐ | |
- ์ | |
- ์กฑ | |
- แฟ | |
- ์ | |
- ๋ง | |
- ์ | |
- ํ | |
- ๋ ฅ | |
- ํ | |
- ๋ฒ | |
- ๋ฏผ | |
- ๋ฆฐ | |
- ๋ก | |
- ๋ฉ | |
- ๋ | |
- ์ฝ | |
- ์ | |
- ํ | |
- ์ | |
- ๋งค | |
- ๊น | |
- ์ | |
- ํ | |
- ะฆ | |
- แ | |
- ์ก | |
- ์ ธ | |
- ๊ณณ | |
- ์ | |
- ์ง | |
- ๋จ | |
- ์ข | |
- ํฐ | |
- ๊ฑด | |
- ๋ณธ | |
- ํ | |
- ๋ | |
- ํ | |
- ์ฆ | |
- ร | |
- ะช | |
- แฅ | |
- แ | |
- ๊ธ | |
- ์ด | |
- ๊ธ | |
- ๋ฐ | |
- ๊ฒฉ | |
- ํญ | |
- ์ | |
- ์ง | |
- ๋ถ | |
- ์ | |
- ์ฐ | |
- ์ | |
- แง | |
- ๋ฆ | |
- ์ต | |
- ์ | |
- ํ | |
- ํ | |
- ์ค | |
- ์ธ | |
- ๋ | |
- ์ถ | |
- ํ | |
- ๋ฆผ | |
- ๊ทผ | |
- ์ | |
- ๋ | |
- ๋ | |
- ๋ | |
- ๋ฉ | |
- ํ | |
- ํน | |
- ๋ | |
- ์จ | |
- ์ | |
- ๋ชป | |
- ์น | |
- ์ถ | |
- ์ง | |
- ์ | |
- ๋ จ | |
- ๋ | |
- แ | |
- ๋ฐฐ | |
- ์ฒ | |
- ๋ฑ | |
- ์ถฉ | |
- ๊ฒฌ | |
- ์ฐฉ | |
- ๋ธ | |
- ์ | |
- ํธ | |
- ๊ฒจ | |
- ๊ธด | |
- ๊ฐ | |
- ๋ | |
- ํ | |
- ์ทจ | |
- ๋ฐ | |
- ์ฆ | |
- ํ | |
- ์ค | |
- ํฌ | |
- ๋ฐ | |
- ๊ถ | |
- ํ | |
- ๋ณผ | |
- ๋ | |
- ์ | |
- ํฝ | |
- ์ | |
- ์ฟ | |
- ๋จธ | |
- ๋ค | |
- ๋ | |
- ๋ น | |
- ํ | |
- ์ธ | |
- ์ฒ | |
- ๋ณ | |
- แฏ | |
- ๊ตด | |
- ๋ | |
- ๋ฒ | |
- ๋ฐ | |
- ํญ | |
- ์ญ | |
- ๋ | |
- ๋ฆด | |
- ํค | |
- ์ผ | |
- ํฅ | |
- ๋ฃ | |
- ๊ฐ | |
- ์ข | |
- ๋ณ | |
- ์ฑ | |
- ๋จผ | |
- ๋ณต | |
- ๋ | |
- ํฌ | |
- ํ | |
- ์ผ | |
- ๋ฒ | |
- ์ | |
- ๋ฝ | |
- ๋ | |
- ๋ชฉ | |
- ์น | |
- ์ธ | |
- ๊ทน | |
- ะ | |
- แ | |
- แฒ | |
- แง | |
- ์ | |
- ํน | |
- ํ | |
- ๋ | |
- ์ฝ | |
- ๊ณก | |
- ๋ด | |
- ๊ฑธ | |
- ์ฝ | |
- ๊นจ | |
- ๋ | |
- ์ | |
- ํ | |
- ์ | |
- ๊ธธ | |
- ์ผ | |
- ํ | |
- ํ | |
- ์นจ | |
- ์ธ | |
- ์ก | |
- ์ฒซ | |
- ๋ง | |
- ์ | |
- ๋ | |
- ์นธ | |
- ์จ | |
- ๋ง | |
- ๋ฆฝ | |
- ๊ฐ | |
- ๋ฏ | |
- ๋ง | |
- ํ | |
- ์ธ | |
- ๋ณ | |
- ๋ | |
- ๊ฐ | |
- ์จ | |
- ์ | |
- ๋ค | |
- ์กด | |
- ํจ | |
- ํ | |
- ํ | |
- ๋ ธ | |
- ํฐ | |
- ๋ฆ | |
- ์ | |
- ํ | |
- ์ | |
- ์ด | |
- ํ | |
- ํผ | |
- ์งธ | |
- ๋ฅ | |
- ์ผ | |
- ์ก | |
- ๋จ | |
- ํด | |
- ๋ | |
- ์ต | |
- ํ | |
- ์ท | |
- ์ | |
- ์ | |
- ์น | |
- ๊ด | |
- ๋ | |
- ์ฌ | |
- ํธ | |
- ์ฒญ | |
- ํ | |
- ๋ค | |
- ๋ | |
- โ | |
- แ | |
- ร | |
- แก | |
- ์ธก | |
- ์ฃ | |
- ๋ผ | |
- ๋ผ | |
- ์บ | |
- ๋จ | |
- ํฉ | |
- ๊ท | |
- ์ต | |
- ์ธ | |
- ๋ | |
- ์ | |
- ๋ฉ | |
- ๊นฅ | |
- ๋ฎ | |
- ์ | |
- ์ฝฉ | |
- ์ฒ | |
- ๋ | |
- ๋ฐ | |
- ๊ฒ | |
- ์ | |
- ๋ฐ | |
- ๋ | |
- ๊ดด | |
- ํน | |
- ๋ | |
- ์ | |
- ๋ฝ | |
- ๋ | |
- ๋ฐด | |
- ์ | |
- ์บ | |
- ํ | |
- ์ฐ | |
- ์น | |
- ๋ค | |
- ์ | |
- ๊ณจ | |
- ๋น | |
- ์ผฐ | |
- ์ปจ | |
- ๋กค | |
- ์ฌ | |
- ์จ | |
- ํด | |
- ์ | |
- ํ | |
- ๋ | |
- ๋ | |
- ํผ | |
- ์ฑ | |
- ๋ก | |
- ํด | |
- ๋จน | |
- ์ฐฝ | |
- ๋ฅ | |
- ์ก | |
- ๋ ด | |
- โ | |
- แ | |
- ๋ธ | |
- ๋ถ | |
- ์ฆ | |
- ๋ฅ | |
- ์ถ | |
- ๊ฐ | |
- ๋ง | |
- ๋ญ | |
- ๋ฎ | |
- ๊ฝค | |
- ๋ | |
- ์ค | |
- ํฅ | |
- ์ | |
- ํ | |
- ์ | |
- ์ณ | |
- ํ | |
- ์ | |
- ํด | |
- ๋ | |
- ์ | |
- ์ฑ | |
- ํจ | |
- ์ฆ | |
- ํ | |
- ์ปด | |
- ํจ | |
- ์ป | |
- ํ | |
- ์ฝ | |
- ์ฐฐ | |
- ์ด | |
- ์ข | |
- ์ฆ | |
- ์ | |
- ์ต | |
- ๋ ต | |
- ๋ฐ | |
- ํ | |
- ํ | |
- ๊น | |
- ํ | |
- ์ฟ | |
- ์ฎ | |
- ๊ณค | |
- ์ผ | |
- ํผ | |
- ์งง | |
- ๋นต | |
- ํ | |
- ์ | |
- ํ | |
- ๋ฌ | |
- ์ฐฌ | |
- ์ผ | |
- ๊ฒ | |
- ํฑ | |
- ํผ | |
- ์ค | |
- ํ | |
- ์นผ | |
- ๋ฆญ | |
- ์ | |
- ์จ | |
- ์ง | |
- ํ | |
- ๋ | |
- ํ | |
- ๊ป | |
- ์ | |
- ๋ด | |
- ํฌ | |
- ๊ฝ | |
- ๋งน | |
- ํฌ | |
- ๋ | |
- ๋จ | |
- ์ | |
- ์ฐธ | |
- ํจ | |
- ์ฌ | |
- ๋ต | |
- โ | |
- โ | |
- ร | |
- ร | |
- ยซ | |
- ยป | |
- ะฉ | |
- แข | |
- ํ | |
- ์ก | |
- ํธ | |
- ๋ | |
- ์ถ | |
- ๊ผญ | |
- ๋ | |
- ๊ผฝ | |
- ํ | |
- ์ค | |
- ํผ | |
- ํฉ | |
- ๋ | |
- ๋จ | |
- ๋ฐค | |
- ๋ | |
- ์คฌ | |
- ํ | |
- ํต | |
- ์ต | |
- ๋ฆ | |
- ๋ญ | |
- ๋ฉ | |
- ๋ฆ | |
- ์ฃฝ | |
- ํฌ | |
- ์ฝฅ | |
- ์ฝ | |
- ์ค | |
- ๋ฟ | |
- ์ | |
- ์ปค | |
- ์ ผ | |
- ๋ฒ | |
- ํ | |
- ๋กฑ | |
- ๋ป | |
- ์ฒ | |
- ๋ น | |
- ๊ท | |
- ๊ฒช | |
- ๋ฌต | |
- ๋ผ | |
- ์ | |
- ํ | |
- ๋น | |
- ์ผ | |
- ๋ | |
- ์ฏ | |
- ๋ | |
- ์ธต | |
- ์ฝ | |
- ํ | |
- ๋ณ | |
- ์ด | |
- ์ญ | |
- ๋ด | |
- ๋ธ | |
- ์ฝ | |
- ์ | |
- ์ถ | |
- ์ฃ | |
- ์ฐ | |
- ๋ | |
- ๋งฅ | |
- ๋ซ | |
- ๋ฐฑ | |
- ๊ฐ | |
- ๊ฐ | |
- ๊ฒ | |
- ํก | |
- ์ | |
- ์ | |
- ์กธ | |
- ๊ฒผ | |
- ๋งท | |
- ์ | |
- ๋น | |
- ๋ฒฝ | |
- ๋ | |
- ๋ญ | |
- ๋ฒค | |
- ์บ | |
- ๋ | |
- ๊ฐฑ | |
- ๋ ผ | |
- ํ | |
- ๋ | |
- ๋ | |
- ๋ค | |
- ๋ฉ | |
- ์ข | |
- ๋ญ | |
- ํ | |
- ์ฟจ | |
- ๋ฒจ | |
- ๋ฒ | |
- ์ | |
- ์ | |
- ๊ธ | |
- ๋นผ | |
- ๊ด | |
- ์ฐฎ | |
- ๋ซ | |
- ๋ | |
- ์ | |
- ๋ทฐ | |
- ์นญ | |
- ๋ฐ | |
- ๋น | |
- ๋ | |
- ํผ | |
- ์ | |
- ๋ฃฉ | |
- ์ | |
- ์บ | |
- ์ข | |
- ์ฑ | |
- ๋ฅ | |
- ํฐ | |
- ์ฑ | |
- ์ฐพ | |
- ๋ | |
- ์ง | |
- ํ จ | |
- ์ | |
- ํ | |
- ์ | |
- ์ญ | |
- ๊ณฐ | |
- ๋ถ | |
- ํด | |
- ํ | |
- ๋ฅ | |
- ์ด | |
- ๋กญ | |
- ๋ | |
- ์ฅ | |
- ๋ง | |
- ํผ | |
- ๋ | |
- ๋ชฌ | |
- ยฐ | |
- ์ฃ | |
- ๋น | |
- ๋ | |
- ํฉ | |
- ๋ชฐ | |
- ์น | |
- ํก | |
- ๋ | |
- ๋ฑ | |
- ์ผ | |
- ๊ธ | |
- ๋ฌ | |
- ์ท | |
- ๋ฝ | |
- ํ | |
- ๊ฟ | |
- <sos/eos> | |
token_type: char | |
train_dtype: float32 | |
unused_parameters: true | |
use_adapter: false | |
use_amp: false | |
use_lang_prompt: false | |
use_matplotlib: true | |
use_nlp_prompt: false | |
use_preprocessor: true | |
use_tensorboard: true | |
val_scheduler_criterion: | |
- valid | |
- loss | |
valid_batch_bins: null | |
valid_batch_size: null | |
valid_batch_type: null | |
valid_iterator_type: null | |
valid_max_cache_size: null | |
version: '202402' | |
write_collected_feats: false | |