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arun100/whisper-tiny-zh-der-1

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

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Whisper Tiny Chinese

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

  • —Loss: 0.6121
  • —Wer: 91.0934

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
0.93972.0210000.656898.7326
0.53874.0420000.614994.5197
0.33176.0630000.608095.0354
0.2258.0740000.612191.0934
0.316611.050000.609292.3171

Framework versions

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