golesheed/whisper-non-native-children-5-dutch

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Whisper Large V2

This model is a fine-tuned version of openai/whisper-large-v2 on the None dataset. It achieves the following results on the evaluation set:

• —Loss: 0.4332
• —Wer: 16.4588

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: 3e-05
• —trainbatchsize: 16
• —evalbatchsize: 8
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —lrschedulerwarmup_steps: 20
• —num_epochs: 5

Training results

Framework versions

• —Transformers 4.38.0.dev0
• —Pytorch 2.1.0+cu121
• —Datasets 2.14.6
• —Tokenizers 0.15.0