Anujgr8 / Whisper-Anuj-small-Tamil

huggingface.co
Total runs: 6
24-hour runs: 0
7-day runs: 3
30-day runs: 0
Model's Last Updated: July 05 2024
automatic-speech-recognition

Introduction of Whisper-Anuj-small-Tamil

Model Details of Whisper-Anuj-small-Tamil

Whisper-Anuj-small-Tamil

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

  • Loss: 0.1454
  • Wer: 44.0964
  • Cer: 9.0478
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: 1e-05
  • train_batch_size: 16
  • eval_batch_size: 4
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • training_steps: 1800
Training results
Training Loss Epoch Step Validation Loss Wer Cer
0.1086 3.0 600 0.1286 60.0 19.7609
0.0132 6.0 1200 0.1274 45.6225 9.3391
0.001 9.0 1800 0.1454 44.0964 9.0478
Framework versions
  • Transformers 4.41.2
  • Pytorch 2.3.0+cu121
  • Datasets 2.20.0
  • Tokenizers 0.19.1

Runs of Anujgr8 Whisper-Anuj-small-Tamil on huggingface.co

6
Total runs
0
24-hour runs
0
3-day runs
3
7-day runs
0
30-day runs

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Whisper-Anuj-small-Tamil install

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