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TSukiLen/whisper-small-chinese-tw-minnan

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

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whisper-small-chinese-tw-minnan

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: 2.1011
  • —Wer: 253.6647
  • —Cer: 194.5002

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: 8
  • —evalbatchsize: 8
  • —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
0.30012.325610001.6189180.3509109.0310
0.0694.651220001.7769390.2924270.4935
0.02186.976730001.8940195.6530131.7026
0.00729.302340002.0372213.8596143.6605
0.00511.627950002.1011253.6647194.5002

Framework versions

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