CoolFace
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Potatoasdasdasdasda/whisper-base-es-improved-2

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

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Whisper base Spanish Improved

This model is a fine-tuned version of openai/whisper-base on the Common Voice 11.0 dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.3238
  • —Wer: 20.4359

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: 5e-06
  • —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: 8000
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
0.31770.1210000.397423.5886
0.2940.2520000.368122.2548
0.34090.3830000.351221.6964
0.260.540000.340721.2621
0.35030.6250000.334520.8259
0.30670.7560000.329720.5207
0.23240.8870000.324320.4956
0.34131.080000.323820.4359

Framework versions

  • —Transformers 4.35.2
  • —Pytorch 2.1.1
  • —Datasets 2.15.0
  • —Tokenizers 0.15.0