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Jerry02/whisper-tiny_to_indian_accent_3

sourceHugging Faceapache-2.0updated 2y 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: 0.2961
  • Wer: 14.6536

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-06
  • trainbatchsize: 2
  • evalbatchsize: 1
  • seed: 42
  • optimizer: Use OptimizerNames.ADAMWTORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • lrschedulertype: linear
  • lrschedulerwarmup_steps: 500
  • training_steps: 2000

Training results

Training LossEpochStepValidation LossWer
0.40281.165510000.311620.0
0.31082.331020000.296114.6536

Framework versions

  • Transformers 4.50.0.dev0
  • Pytorch 2.6.0+cu124
  • Datasets 3.4.1
  • Tokenizers 0.21.1