CoolFace
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jlvdoorn/whisper-tiny.en-atcosim

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
2likes23downloads
Model Card

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whisper-tiny.en-atcosim

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

  • —Loss: 0.0737
  • —Wer: 2.7135

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: 128
  • —evalbatchsize: 128
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 10
  • —num_epochs: 100

Training results

Training LossEpochStepValidation LossWer
0.40688.335000.06392.4958
0.002116.6710000.06382.3245
0.000625.015000.06652.3338
0.000333.3320000.06802.2736
0.000241.6725000.06932.3893
0.000150.030000.07032.4634
0.000158.3335000.07132.4449
0.000166.6740000.07202.4542
0.000175.045000.07272.4588
0.000183.3350000.07322.6394
0.000191.6755000.07362.7783
0.0001100.060000.07372.7135

Framework versions

  • —Transformers 4.36.2
  • —Pytorch 2.1.2
  • —Datasets 2.15.0
  • —Tokenizers 0.15.0