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roryod
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whisper-tiny_american_5c4

Automatic Speech Recognition
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English
whisper
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Whisper tiny American

This model is a fine-tuned version of openai/whisper-tiny on the American English dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1864
  • Wer: 9.1019

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: 1e-05
  • train_batch_size: 2
  • eval_batch_size: 1
  • seed: 42
  • optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • training_steps: 2000

Training results

Training Loss Epoch Step Validation Loss Wer
0.1608 0.9452 1000 0.2029 11.0153
0.0606 1.8904 2000 0.1864 9.1019

Framework versions

  • Transformers 5.21.0.dev0
  • Pytorch 2.11.0+cu130
  • Datasets 5.1.0
  • Tokenizers 0.23.3
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openai/whisper-tiny
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Dataset used to train roryod/whisper-tiny_american_5c4

Evaluation results