CoolFace
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Berly00/whisper-small-spanish-1

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
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Whisper small es - m1

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

  • —Loss: 0.2369
  • —Wer: 7.5832

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: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 500
  • —training_steps: 2500
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
0.65262.85715000.18607.4972
0.3215.714310000.20527.2866
0.08878.571415000.22377.3639
0.042911.428620000.23277.5144
0.028514.285725000.23697.5832

Framework versions

  • —Transformers 4.42.4
  • —Pytorch 2.3.1+cu121
  • —Datasets 2.19.1
  • —Tokenizers 0.19.1