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gerrycount/whisper-tiny_to_indian_accent

sourceHugging Faceapache-2.0updated 6mo agoView on Hugging Face
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Model Card

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Whisper tiny Indian

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

  • Loss: 0.2582
  • Wer: 13.2380

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
  • trainbatchsize: 2
  • evalbatchsize: 1
  • seed: 42
  • optimizer: Use OptimizerNames.ADAMWTORCHFUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lrschedulertype: linear
  • lrschedulerwarmup_steps: 500
  • training_steps: 2000

Training results

Training LossEpochStepValidation LossWer
0.18381.165510000.268915.3916
0.08222.331020000.258213.2380

Framework versions

  • Transformers 5.5.0.dev0
  • Pytorch 2.10.0+cu128
  • Datasets 4.8.4
  • Tokenizers 0.22.2