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whisper-vietnamese-cntt2

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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-vietnamese-cntt2
    results: []

whisper-vietnamese-cntt2

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: 0.4533
  • Wer: 15.7376
  • Cer: 8.3598

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
0.1453 2.87 1000 0.3516 16.2580 8.7008
0.0199 5.73 2000 0.4018 15.9861 8.5303
0.0076 8.6 3000 0.4292 15.7531 8.4522
0.0045 11.46 4000 0.4533 15.7376 8.3598

Framework versions

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