CoolFace
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Hawk91/whisper-small-hi

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
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Model Card

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Whisper Small Hi - Hawk

This model is a fine-tuned version of openai/whisper-small on the Common Voice 13 dataset. It achieves the following results on the evaluation set:

  • Loss: 0.8294
  • Wer Ortho: 58.7561
  • Wer: 35.5348

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: 4
  • evalbatchsize: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: constantwithwarmup
  • lrschedulerwarmup_steps: 50
  • training_steps: 50

Training results

Training LossEpochStepValidation LossWer OrthoWer
0.92250.03500.829458.756135.5348

Framework versions

  • Transformers 4.30.2
  • Pytorch 2.0.1+cu117
  • Datasets 2.13.1
  • Tokenizers 0.13.3