CoolFace
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Sercan/whisper-small-tr

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
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Model Card

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Whisper Small Turkish

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

  • —Loss: 0.2799
  • —Wer: 17.2753
  • —Cer: 4.5335

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: 32
  • —evalbatchsize: 16
  • —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 LossWerCer
0.10441.0710000.277718.40464.8810
0.04693.0220000.279917.27534.5335
0.0144.0930000.320218.08004.9039
0.00396.0440000.332618.29645.0192
0.00227.1150000.345318.03074.9470

Framework versions

  • —Transformers 4.26.0.dev0
  • —Pytorch 1.13.1+cu117
  • —Datasets 2.8.1.dev0
  • —Tokenizers 0.13.2