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wav2vec2-base-vi-vlsp2020-demo
This model is a fine-tuned version of nguyenvulebinh/wav2vec2-base-vi-vlsp2020 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.2292
- Wer: 0.0840
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: 0.0001
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.7245 | 1.0 | 692 | 0.2790 | 0.1101 |
| 0.5746 | 2.0 | 1384 | 0.2467 | 0.0919 |
| 0.4068 | 3.0 | 2076 | 0.2292 | 0.0840 |
Framework versions
- Transformers 4.33.2
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.13.3
