CoolFace
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Stopwolf/whisper-small-sr

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

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Whisper Small Serbian

This model is a fine-tuned version of openai/whisper-small on the Common Voice 13 dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.4671
  • —Wer Ortho: 27.4565
  • —Wer: 17.4196

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: linear
  • —lrschedulerwarmup_steps: 50
  • —training_steps: 2500

Training results

Training LossEpochStepValidation LossWer OrthoWer
0.14031.442500.280928.891319.2224
0.06642.875000.285827.369617.9626
0.03154.317500.315227.934817.4631
0.01745.7510000.357828.152217.9844
0.00677.1812500.401827.913017.9626
0.00158.6215000.453528.673917.5717
0.000810.0617500.455827.217417.1807
0.000511.4920000.458527.434817.4848
0.000512.9322500.465127.347817.3979
0.000514.3725000.467127.456517.4196

Framework versions

  • —Transformers 4.33.3
  • —Pytorch 2.0.1+cu118
  • —Datasets 2.14.5
  • —Tokenizers 0.13.3