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wwwtwwwt/whisper-tiny-ScienceTechnology-V1

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

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Whisper Tiny En - ScienceTechnology - AI Concepts

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

  • —Loss: 0.5842
  • —Wer: 32.0808

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: Use adamwtorch with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 500
  • —training_steps: 4000
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
0.5221.269010000.605737.2097
0.35572.538120000.570531.0737
0.23843.807130000.577131.5585
0.20085.076140000.584232.0808

Framework versions

  • —Transformers 4.46.3
  • —Pytorch 2.4.0
  • —Datasets 3.1.0
  • —Tokenizers 0.20.0