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whisper-small-fineTuned_By_korean-child-command-voice_train-0-50000

This model is a fine-tuned version of whisper-small-fineTuned_By_korean-child-command-voice_train-0-50000 on the korean-child-command-voice_train-0-50000 dataset.

Test Result

• Loss: 0.016626868396997452
• Wer: 1.495674670547336
• Cer: 0.6531694680106569

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 1.25e-05
• train_batch_size: 16
• eval_batch_size: 8
• seed: 42
• gradient_accumulation_steps: 2
• total_train_batch_size: 32
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 500
• training_steps: 5000

Framework versions

• Transformers 4.34.0
• Pytorch 2.1.0+cu121
• Datasets 2.14.5
• Tokenizers 0.14.1