Downloads · 30 days
2
4% of all-time downloads
unlearn_speech_commands_wav2vec2-base_bad_teaching_10_42
jialicheng/unlearn_speech_commands_wav2vec2-base_bad_teaching_10_42
unlearn_speech_commands_wav2vec2-base_bad_teaching_10_42 is a audio classification model from jialicheng. Use it for the audio classification task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
52
Public
Parameters
94.6M
381 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors378 MB · 99%
At a glance
- Task
- Audio Classification
- License
- apache-2.0
- Model type
- wav2vec2
- Access
- Public
- Created
- Oct 24, 2025
- Updated
- Oct 24, 2025
- SHA
- 1f5ecc50
Base models
Datasets
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. -->
superb_ks_42
This model is a fine-tuned version of facebook/wav2vec2-base on the superb dataset. It achieves the following results on the evaluation set:
- Loss: 28.1563
- Accuracy: 0.6199
- Test Accuracy: 0.6199
- Df Accuracy: 0.1351
- Unlearn Overall Accuracy: 0.7424
- Unlearn Time: 424.3525
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: 5e-05
- train_batch_size: 32
- eval_batch_size: 8
- 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: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | Overall Accuracy | Unlearn Overall Accuracy | Time |
|---|---|---|---|---|---|---|---|
| No log | 1.0 | 315 | 2.7566 | 0.4782 | 0.6454 | 0.6454 | -1 |
| No log | 2.0 | 630 | 13.1128 | 0.1379 | 0.7411 | 0.7411 | -1 |
| No log | 3.0 | 945 | 22.6619 | 0.1355 | 0.7409 | 0.7409 | -1 |
| 0.0 | 4.0 | 1260 | 28.1563 | 0.1351 | 0.7424 | 0.7424 | -1 |
| 0.0 | 5.0 | 1575 | 29.8153 | 0.1353 | 0.7418 | 0.7418 | -1 |
Framework versions
- Transformers 4.39.3
- Pytorch 2.2.2+cu118
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Audio Classification
- Type
- wav2vec2
- License
- apache-2.0
- Created
- Oct 24, 2025
- Updated
- Oct 24, 2025