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RuidaJiang/whisper-tiny_to_spanish_accent

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

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Whisper tiny Spanish

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

  • —Loss: 0.2459
  • —Wer: 12.6368
  • —Th Wer: 15.5251
  • —Vowel Wer: 45.2656
  • —Vowel A Wer: 14.5796

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: 2
  • —evalbatchsize: 1
  • —seed: 42
  • —optimizer: Use OptimizerNames.ADAMWTORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 500
  • —training_steps: 2000

Training results

Training LossEpochStepValidation LossWerTh WerVowel WerVowel A Wer
0.26140.972810000.264915.248817.351650.577418.1574
0.13981.945520000.245912.636815.525145.265614.5796

Framework versions

  • —Transformers 4.50.0.dev0
  • —Pytorch 2.6.0+cu124
  • —Datasets 3.4.0
  • —Tokenizers 0.21.0