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navin-kumar-j/whisper-base-en-w-pcd-10-2

sourceHugging Faceapache-2.0updated 1y agoView on Hugging Face
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Model Card

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Whisper Base English with Phone Control Data - Navin Kumar J

This model is a fine-tuned version of openai/whisper-base.en on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 1.3819
  • —Wer: 0.7863

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: 0.01
  • —trainbatchsize: 16
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Use adamwtorch with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 10
  • —training_steps: 200
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
36.16440.90914024.30791.0
5.80581.8182805.15720.8473
2.91372.72731202.43500.8779
1.83033.63641601.66390.8702
1.33014.54552001.38190.7863

Framework versions

  • —Transformers 4.51.3
  • —Pytorch 2.7.0+cu126
  • —Datasets 3.5.0
  • —Tokenizers 0.21.1