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revix-classifier_3.0
cxlrd/revix-classifier_3.0
revix-classifier_3.0 is a audio classification model from cxlrd. 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 bsd-3-clause.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Audio Classification
- Library
- transformers
- License
- bsd-3-clause
- Model type
- audio-spectrogram-transformer
- Access
- Public
- Created
- Sep 19, 2025
- Updated
- Sep 20, 2025
- SHA
- 09812aa5
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. -->
revix-classifier_3.0
This model is a fine-tuned version of MIT/ast-finetuned-audioset-10-10-0.4593 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.3655
- Accuracy: 0.8625
- Precision: 0.8571
- Recall: 0.8780
- F1: 0.8675
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: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 4
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 |
|---|---|---|---|---|---|---|---|
| 0.4043 | 1.0 | 120 | 0.4144 | 0.8042 | 0.7794 | 0.8618 | 0.8185 |
| 0.3386 | 2.0 | 240 | 0.5331 | 0.7958 | 0.7403 | 0.9268 | 0.8231 |
| 0.2155 | 3.0 | 360 | 0.3678 | 0.8542 | 0.8667 | 0.8455 | 0.8560 |
| 0.0992 | 4.0 | 480 | 0.3655 | 0.8625 | 0.8571 | 0.8780 | 0.8675 |
Framework versions
- Transformers 4.56.1
- Pytorch 2.8.0+cu126
- Datasets 4.0.0
- Tokenizers 0.22.0
- Task
- Audio Classification
- Library
- transformers
- Type
- audio-spectrogram-transformer
- License
- bsd-3-clause
- Created
- Sep 19, 2025
- Updated
- Sep 20, 2025