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rishabhjain16/whisper-tiny_to_kaggle_albanian

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

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Whisper tiny Albanian Test

This model is a fine-tuned version of openai/whisper-base on the Common Voice 16 Albanian dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.6337
  • —Wer: 57.7369

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: 4
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 500
  • —training_steps: 2500

Training results

Training LossEpochStepValidation LossWer
0.83780.245000.992777.2125
0.63850.4910000.757066.3803
0.59490.7315000.687760.9592
0.5490.9720000.646158.7106
0.47151.2225000.633757.7369

Framework versions

  • —Transformers 4.39.0.dev0
  • —Pytorch 2.1.0+cu121
  • —Datasets 2.17.1
  • —Tokenizers 0.15.2