Downloads · 30 days
5
28% of all-time downloads
whisper-small-tr
aliosmanbey/whisper-small-tr
whisper-small-tr is a automatic speech recognition model from aliosmanbey. Use it when you need speech turned into text. 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
18
Public
Parameters
242M
4.8 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors967 MB · 100%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Nov 8, 2024
- Updated
- Nov 8, 2024
- SHA
- 18677e50
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. -->
whisper-small-tr
This model is a fine-tuned version of openai/whisper-small on the common_voice_17_0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.2316
- Wer: 20.0886
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: 16
- 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_steps: 500
- training_steps: 5000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.2284 | 0.3447 | 1000 | 0.2814 | 23.9819 |
| 0.1906 | 0.6894 | 2000 | 0.2606 | 22.5598 |
| 0.0945 | 1.0341 | 3000 | 0.2472 | 21.1990 |
| 0.0871 | 1.3788 | 4000 | 0.2405 | 20.6744 |
| 0.0823 | 1.7235 | 5000 | 0.2316 | 20.0886 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.0+cu124
- Datasets 3.0.0
- Tokenizers 0.19.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Created
- Nov 8, 2024
- Updated
- Nov 8, 2024