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Edcastro/edcastr_ASR_LatinSpanishAllLocale

sourceHugging Facemitupdated 6mo agoView on Hugging Face
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Model Card

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edcastrASRLatinSpanishAllLocale

This model is a fine-tuned version of openai/whisper-large-v3-turbo on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0260
  • Wer: 0.0146

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: 64
  • evalbatchsize: 32
  • seed: 42
  • gradientaccumulationsteps: 2
  • totaltrainbatch_size: 128
  • 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
  • num_epochs: 5

Training results

Training LossEpochStepValidation LossWer
0.29155.02000.02600.0146

Framework versions

  • Transformers 5.5.0
  • Pytorch 2.5.1+cu121
  • Datasets 4.8.4
  • Tokenizers 0.22.2