Downloads · 30 days
10
2% of all-time downloads
stutter-detection
saatwiksy/stutter-detection
stutter-detection is a audio classification model from saatwiksy. 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. --
All-time downloads
527
Public
Parameters
316M
1.3 GB on disk
Likes
1
Public
Repo makeup
Click a slice to open those files.
.safetensors1.3 GB · 100%
At a glance
- Task
- Audio Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- wav2vec2
- Access
- Public
- Created
- Dec 8, 2024
- Updated
- Dec 8, 2024
- SHA
- a8432bed
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. -->
stutter-detection
This model is a fine-tuned version of facebook/wav2vec2-large-960h-lv60-self on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.4701
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: 2e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.6936 | 1.0 | 600 | 1.6553 |
| 1.5593 | 2.0 | 1200 | 1.4952 |
| 1.4748 | 3.0 | 1800 | 1.4701 |
Framework versions
- Transformers 4.45.1
- Pytorch 2.4.0
- Datasets 3.0.1
- Tokenizers 0.20.0
- Task
- Audio Classification
- Library
- transformers
- Type
- wav2vec2
- License
- apache-2.0
- Created
- Dec 8, 2024
- Updated
- Dec 8, 2024