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whisper-small-vietnamese

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metadata
license: apache-2.0
base_model: JRHuy/whisper-small-vivos
tags:
  - generated_from_trainer
metrics:
  - wer
model-index:
  - name: whisper-small-vietnamese
    results: []

whisper-small-vietnamese

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

  • Loss: 0.4479
  • Wer: 16.0301
  • Cer: 8.5605

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: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: constant_with_warmup
  • lr_scheduler_warmup_steps: 500
  • training_steps: 4000

Training results

Training Loss Epoch Step Validation Loss Wer Cer
0.1455 2.87 1000 0.3513 16.1208 8.5167
0.0198 5.73 2000 0.4002 16.7085 9.2051
0.0059 8.6 3000 0.4233 15.5459 8.2189
0.0049 11.46 4000 0.4479 16.0301 8.5605

Framework versions

  • Transformers 4.31.0
  • Pytorch 2.0.0
  • Datasets 2.14.4
  • Tokenizers 0.13.3