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Ranjit/Whisper_Small_Odia_CV_11.0_5k_steps

sourceHugging Faceafl-3.0updated 3y agoView on Hugging Face
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Model Card

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WhisperSmallOdiaCV11.05ksteps

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
  • trainbatchsize: 32
  • evalbatchsize: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.98) and epsilon=1e-06
  • lrschedulertype: linear
  • lrschedulerwarmup_steps: 200
  • training_steps: 5000
  • mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossWer
0.001850.010000.331524.0903
0.0100.020000.409823.7236
0.0150.030000.482723.4979
0.0200.040000.491423.8928
0.0250.050000.495323.7800