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wav2vec2-base-finetuned-ks
This model is a fine-tuned version of facebook/wav2vec2-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0029
- Accuracy: 0.9997
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: 3e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.0037 | 1.0 | 400 | 0.0054 | 0.9991 |
| 0.0007 | 2.0 | 800 | 0.0029 | 0.9997 |
| 0.0004 | 3.0 | 1200 | 0.0028 | 0.9997 |
| 0.0003 | 4.0 | 1600 | 0.0029 | 0.9997 |
| 0.0003 | 5.0 | 2000 | 0.0028 | 0.9997 |
Framework versions
- Transformers 4.11.3
- Pytorch 1.9.1
- Datasets 1.18.4
- Tokenizers 0.10.3
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