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ImanNalia1/revised_ft_wav2vec2_base_thirty

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

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revisedftwav2vec2basethirty

This model is a fine-tuned version of facebook/wav2vec2-base on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 2.7407
  • —Wer: 99.8829
  • —Cer: 98.8775

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: 0.0001
  • —trainbatchsize: 32
  • —evalbatchsize: 16
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 2000
  • —training_steps: 4500

Training results

Training LossEpochStepValidation LossWerCer
3.54353.508810002.775099.904098.9988
0.8857.017520000.665833.767514.7845
0.39110.526330000.652629.578613.3104
0.256114.035140000.652227.370812.2904

Framework versions

  • —Transformers 4.40.2
  • —Pytorch 1.12.1+cu116
  • —Datasets 2.19.1
  • —Tokenizers 0.19.1