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Whisper_Small_Odia_CV_11.0_5k_steps

This model is a fine-tuned version of Ranjit/Whisper_Small_Odia_10k_steps on the mozilla-foundation/common_voice_11_0 or dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4827
  • Wer: 23.4979

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 1e-05
  • train_batch_size: 32
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.98) and epsilon=1e-06
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 200
  • training_steps: 5000
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Wer
0.0018 50.0 1000 0.3315 24.0903
0.0 100.0 2000 0.4098 23.7236
0.0 150.0 3000 0.4827 23.4979
0.0 200.0 4000 0.4914 23.8928
0.0 250.0 5000 0.4953 23.7800
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Dataset used to train Ranjit/Whisper_Small_Odia_CV_11.0_5k_steps

Space using Ranjit/Whisper_Small_Odia_CV_11.0_5k_steps 1

Evaluation results