abduaziz/whisper-small-uzbek

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Whisper Small Uzbek

This model is a fine-tuned version of openai/whisper-small on the Common Voice 17.0 dataset. It achieves the following results on the evaluation set:

• —Loss: 0.3776
• —Wer: 35.8660

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: 2e-05
• —trainbatchsize: 16
• —evalbatchsize: 16
• —seed: 42
• —optimizer: Use adamwtorch with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
• —lrschedulertype: linear
• —lrschedulerwarmup_steps: 1500
• —training_steps: 5500
• —mixedprecisiontraining: Native AMP

Training results

Framework versions

• —Transformers 4.47.0
• —Pytorch 2.1.1+cu121
• —Datasets 3.2.0
• —Tokenizers 0.21.0