CoolFace
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JRHuy/whisper-vietnamese-2

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

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whisper-vietnamese-2

This model is a fine-tuned version of duytran3112/whisper-sm-vivos on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.4398
  • —Wer: 15.4165
  • —Cer: 8.2906

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: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: constantwithwarmup
  • —lrschedulerwarmup_steps: 500
  • —training_steps: 4000

Training results

Training LossEpochStepValidation LossWerCer
0.13942.8710000.339215.86968.6357
0.01825.7320000.386315.65218.2710
0.0088.630000.412615.20428.2426
0.005211.4640000.439815.41658.2906

Framework versions

  • —Transformers 4.31.0
  • —Pytorch 2.0.0
  • —Datasets 2.14.4
  • —Tokenizers 0.13.3