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Whisper Medium nl - GeoffVdr

This model is a fine-tuned version of openai/whisper-medium on the Common Voice 11.0 dataset.

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

  • Training: Mozilla CommonVoice 11 Dutch train+validation set
  • Evaluation: Mozilla CommonVoice 11 Dutch test set

Training procedure

Training Hyperparameters

  • learning_rate: 1e-5
  • train_batch_size: 8
  • eval_batch_size: 8
  • gradient_accumulation_steps: 2
  • lr_scheduler_warmup_steps: 500
  • training_steps: 12000

Training Results

Training Loss Epoch Step WER
0.1111 0.39 1000 9.89
0.0884 0.78 2000 9.26
0.0362 1.17 3000 8.64
0.0359 1.56 4000 8.60
0.0375 1.95 5000 8.24
:
:
0.0015 4.68 12000 7.51

Framework versions

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Dataset used to train GeoffVdr/whisper-medium-nlcv11

Space using GeoffVdr/whisper-medium-nlcv11 1

Evaluation results