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arun100/whisper-small-zh-der-1

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
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Model Card

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Whisper Small Chinese

This model is a fine-tuned version of openai/whisper-small on the mozilla-foundation/commonvoice11_0 zh-CN dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.3946
  • —Wer: 72.3626

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: 64
  • —evalbatchsize: 32
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 500
  • —training_steps: 5000
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
0.51792.0210000.333372.9831
0.12734.0420000.356273.9621
0.01636.0630000.379073.9708
0.0048.0740000.394672.3626
0.02511.050000.401972.6772

Framework versions

  • —Transformers 4.26.0.dev0
  • —Pytorch 1.13.1+cu117
  • —Datasets 2.7.1.dev0
  • —Tokenizers 0.13.2