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mydata-sentence
Anguuuuus/mydata-sentence
mydata-sentence is a audio classification model from Anguuuuus. 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 30, 2024
- Updated
- May 31, 2024
- SHA
- 614750d8
Base models
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. -->
mydata-sentence
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: 0.7519
- Accuracy: 0.4615
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: 16
- eval_batch_size: 16
- 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: 15
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.7048 | 1.0 | 4 | 0.7079 | 0.3846 |
| 0.6478 | 2.0 | 8 | 0.7239 | 0.3846 |
| 0.7242 | 3.0 | 12 | 0.7464 | 0.3846 |
| 0.5978 | 4.0 | 16 | 0.7460 | 0.4615 |
| 0.7061 | 5.0 | 20 | 0.7460 | 0.4615 |
| 0.7089 | 6.0 | 24 | 0.7377 | 0.4615 |
| 0.5751 | 7.0 | 28 | 0.7324 | 0.4615 |
| 0.5799 | 8.0 | 32 | 0.7365 | 0.4615 |
| 0.563 | 9.0 | 36 | 0.7477 | 0.4615 |
| 0.555 | 10.0 | 40 | 0.7562 | 0.4615 |
| 0.5227 | 11.0 | 44 | 0.7632 | 0.4615 |
| 0.6701 | 12.0 | 48 | 0.7590 | 0.4615 |
| 0.5219 | 13.0 | 52 | 0.7540 | 0.4615 |
| 0.5003 | 14.0 | 56 | 0.7526 | 0.4615 |
| 0.488 | 15.0 | 60 | 0.7519 | 0.4615 |
Framework versions
- Transformers 4.37.2
- Pytorch 2.2.0
- Datasets 2.12.0
- Tokenizers 0.15.1
- Task
- Audio Classification
- Library
- transformers
- Type
- wav2vec2
- License
- apache-2.0
- Created
- May 30, 2024
- Updated
- May 31, 2024