group-dro_mms_set_3 / config.yaml
Bartelds
Upload checkpoint, sanitized config, and transcripts for group-dro_mms_set_3
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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
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- ๋‚ฌ
- ์ท„
- ๋ฝ‘
- ํ˜”
- ๊ฟˆ
- <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