| accum_grad: 1 |
| cmvn_file: exp/wenet_efficient_conformer_aishell_v2/global_cmvn |
| dataset_conf: |
| batch_conf: |
| batch_size: 16 |
| batch_type: static |
| fbank_conf: |
| dither: 1.0 |
| frame_length: 25 |
| frame_shift: 10 |
| num_mel_bins: 80 |
| filter_conf: |
| max_length: 40960 |
| max_output_input_ratio: 0.1 |
| min_length: 0 |
| min_output_input_ratio: 0.005 |
| token_max_length: 200 |
| token_min_length: 1 |
| resample_conf: |
| resample_rate: 16000 |
| shuffle: true |
| shuffle_conf: |
| shuffle_size: 1500 |
| sort: true |
| sort_conf: |
| sort_size: 500 |
| spec_aug: true |
| spec_aug_conf: |
| max_f: 10 |
| max_t: 50 |
| num_f_mask: 2 |
| num_t_mask: 2 |
| spec_sub: true |
| spec_sub_conf: |
| max_t: 30 |
| num_t_sub: 3 |
| spec_trim: false |
| spec_trim_conf: |
| max_t: 50 |
| speed_perturb: true |
| decoder: bitransformer |
| decoder_conf: |
| attention_heads: 8 |
| dropout_rate: 0.1 |
| linear_units: 2048 |
| num_blocks: 3 |
| positional_dropout_rate: 0.1 |
| r_num_blocks: 3 |
| self_attention_dropout_rate: 0.1 |
| src_attention_dropout_rate: 0.1 |
| encoder: efficientConformer |
| encoder_conf: |
| activation_type: swish |
| attention_dropout_rate: 0.1 |
| attention_heads: 8 |
| causal: false |
| cnn_module_kernel: 15 |
| cnn_module_norm: layer_norm |
| dropout_rate: 0.1 |
| efficient_conf: |
| group_layer_idx: |
| - 3 |
| - 7 |
| group_size: 3 |
| stride: |
| - 2 |
| - 2 |
| stride_kernel: false |
| stride_layer_idx: |
| - 3 |
| - 7 |
| input_layer: conv2d2 |
| linear_units: 2048 |
| normalize_before: true |
| num_blocks: 12 |
| output_size: 256 |
| pos_enc_layer_type: rel_pos |
| positional_dropout_rate: 0.1 |
| use_cnn_module: true |
| use_dynamic_chunk: true |
| use_dynamic_left_chunk: false |
| grad_clip: 5 |
| input_dim: 80 |
| is_json_cmvn: true |
| log_interval: 100 |
| max_epoch: 200 |
| model_conf: |
| ctc_weight: 0.3 |
| length_normalized_loss: false |
| lsm_weight: 0.1 |
| reverse_weight: 0.3 |
| optim: adam |
| optim_conf: |
| lr: 0.001 |
| output_dim: 4233 |
| scheduler: warmuplr |
| scheduler_conf: |
| warmup_steps: 25000 |
|
|
