Update README.md

README.md

@@ -2,47 +2,55 @@ Wav2vec2.0-xlsr-53 model is fine-tuned on commonvoice russian dataset
 
 Configs (yaml)
 
- checkpoint:
-   save_interval: 1000 \n
-   save_interval_updates: 1000 \n
-   keep_interval_updates: 1
-   no_epoch_ckechpoints: true
-   best_checkpoint_metric: wer
- task:
-   _name: audio_finetuning
-   normalize: true
-   labels: phn
- dataset:
----num_workers: 6
----max_tokens: 800000
----skip_invalid_size_inputs_valid_test: true
----valid_subset: valie
--distributed_training:
----ddp_backend: legacy_ddp
----distributed_world_size: 4
--criterion:
----_name: ctc
----zero_infinity: true
--optimization:
----max_update: 25000
----lr: [0.00001]
----sentence_avg: true
----update_freq: [4]
--optimizer:
----_name: adam
----adam_betas: (0.9, 0.98)
----adam_eps: 1e-8
--lr_scheduler:
----_name: tri_stage
----phase_ratio: [0.1, 0.4, 0.5]
----final_lr_scale: 0.05
--model:
----_name: wav2vec_ctc
----apply_mask: true
----mask_prob: 0.5
----mask_channel_prob: 0.1
----mask_channel_length: 64
----layerdrop: 0.1
----activation_dropout: 0.1
----feature_grad_mult: 0.0
----freeze_finetune_updates: 0
+  checkpoint:
+    save_interval: 1000
+    save_interval_updates: 1000
+    keep_interval_updates: 1
+    no_epoch_ckechpoints: true
+    best_checkpoint_metric: wer
+ 
+  task:
+    _name: audio_finetuning
+    normalize: true
+    labels: phn
+
+  dataset:
+    num_workers: 6
+    max_tokens: 800000
+    skip_invalid_size_inputs_valid_test: true
+    valid_subset: valie
+
+  distributed_training:
+    ddp_backend: legacy_ddp
+    distributed_world_size: 4
+
+  criterion:
+    _name: ctc
+    zero_infinity: true
+
+  optimization:
+    max_update: 25000
+    lr: [0.00001]
+    sentence_avg: true
+    update_freq: [4]
+
+  optimizer:
+    _name: adam
+    adam_betas: (0.9, 0.98)
+    adam_eps: 1e-8
+
+  lr_scheduler:
+    _name: tri_stage
+    phase_ratio: [0.1, 0.4, 0.5]
+    final_lr_scale: 0.05
+
+  model:
+    _name: wav2vec_ctc
+    apply_mask: true
+    mask_prob: 0.5
+    mask_channel_prob: 0.1
+    mask_channel_length: 64
+    layerdrop: 0.1
+    activation_dropout: 0.1
+    feature_grad_mult: 0.0
+    freeze_finetune_updates: 0