CoolFace
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AsemBadr/whisper-small

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

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Whisper Small for Quran Recognition

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

  • —Loss: 0.0193
  • —Wer: 3.7476

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: 500
  • —training_steps: 4000
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
0.02641.625000.03198.0110
0.00123.2410000.02285.5011
0.00094.8515000.02094.1258
0.00036.4720000.01853.7992
0.00028.0925000.01883.7820
0.00019.7130000.01913.7476
0.000111.3335000.01933.7133
0.012.9440000.01933.7476

Framework versions

  • —Transformers 4.40.0.dev0
  • —Pytorch 2.1.2
  • —Datasets 2.17.1
  • —Tokenizers 0.15.1