CoolFace
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Iamth0u/speaker_disjoin-1_9

sourceHugging Faceapache-2.0updated 1y agoView on Hugging Face
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Model Card

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openai/whisper-small

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: 0.5511
  • Wer: 21.6467

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 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: 4000
  • mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
0.11232.173910000.410919.8503
0.01934.347820000.484920.4491
0.00726.521730000.535821.6317
0.00418.695740000.551121.6467

Framework versions

  • Transformers 4.50.3
  • Pytorch 2.6.0+cu124
  • Datasets 3.5.0
  • Tokenizers 0.21.1