CoolFace
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DiCeyIII/whisper-small-hi

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

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Whisper Small Hi - Ekogenie

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

  • —Loss: 0.8922
  • —Wer: 73.4426

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: 50
  • —training_steps: 1000
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
0.64741.53852000.870478.8341
0.37333.07694000.778574.3284
0.18214.61546000.804672.1661
0.08166.15388000.861873.0996
0.05387.692310000.892273.4426

Framework versions

  • —Transformers 4.42.4
  • —Pytorch 2.3.1+cu121
  • —Datasets 2.20.0
  • —Tokenizers 0.19.1