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SakshiRathi77/wav2vec2-in-hindi-2

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

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wav2vec2-in-hindi-2

This model is a fine-tuned version of facebook/wav2vec2-xls-r-300m on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.5608
  • —Wer: 1.0125

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: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 500
  • —num_epochs: 50

Training results

Training LossEpochStepValidation LossWer
5.15936.252004.30701.0
3.428912.54003.39331.0
1.319218.756000.85501.0060
0.409925.08000.58861.0133
0.247931.2510000.60101.0141
0.194237.512000.56531.0120
0.159943.7514000.56821.0144
0.141350.016000.56081.0125

Framework versions

  • —Transformers 4.33.0
  • —Pytorch 2.0.0
  • —Datasets 2.1.0
  • —Tokenizers 0.13.3