Conformer_CTC_vi

This model is a training version of Conformer-CTC model on the VinBigdata dataset. It achieves the following results on the evaluation set:

Training and evaluation data

-Training loss:

• WER = 0.094

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 5.0
• train_batch_size: 32
• eval_batch_size: 32
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: NoamAnnealing
• lr_scheduler_warmup_steps: 10000
• num_epochs: 500