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gaepago-14
khan123/gaepago-14
gaepago-14 is a audio classification model from khan123. Use it for the audio classification task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Audio Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- wav2vec2
- Access
- Public
- Created
- May 24, 2023
- Updated
- May 24, 2023
- SHA
- 86bc4f84
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
gaepago-14
This model is a fine-tuned version of facebook/wav2vec2-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.7844
- Accuracy: 0.2295
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: 96
- eval_batch_size: 96
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| No log | 1.0 | 6 | 1.7867 | 0.1803 |
| 1.7936 | 2.0 | 12 | 1.7884 | 0.1803 |
| 1.7936 | 3.0 | 18 | 1.7865 | 0.2295 |
| 1.7864 | 4.0 | 24 | 1.7844 | 0.2459 |
| 1.7802 | 5.0 | 30 | 1.7836 | 0.2131 |
| 1.7802 | 6.0 | 36 | 1.7850 | 0.2623 |
| 1.7779 | 7.0 | 42 | 1.7849 | 0.2623 |
| 1.7779 | 8.0 | 48 | 1.7840 | 0.2459 |
| 1.7711 | 9.0 | 54 | 1.7844 | 0.2295 |
| 1.7743 | 10.0 | 60 | 1.7844 | 0.2295 |
Framework versions
- Transformers 4.26.0
- Pytorch 1.12.0+cu116
- Datasets 2.10.1
- Tokenizers 0.13.2
- Task
- Audio Classification
- Library
- transformers
- Type
- wav2vec2
- License
- apache-2.0
- Created
- May 24, 2023
- Updated
- May 24, 2023