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TSukiLen/whisper-medium-chinese-tw-minnan-soap

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

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whisper-medium-chinese-tw-minnan-soap

This model is a fine-tuned version of openai/whisper-medium on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 2.1706
  • —Wer: 162.0858
  • —Cer: 116.5578

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: 16
  • —evalbatchsize: 16
  • —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: 5000
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWerCer
0.07584.651210001.7514143.294387.8927
0.01499.302320001.9654145.711594.4905
0.005213.953530002.0733136.569296.6735
0.002418.604740002.1369177.0955121.9147
0.001323.255850002.1706162.0858116.5578

Framework versions

  • —Transformers 4.50.3
  • —Pytorch 2.6.0+cu124
  • —Datasets 3.5.0
  • —Tokenizers 0.21.1