Downloads · 30 days
6
3% of all-time downloads
arabic-speech-result
Ibrhm-S/arabic-speech-result
arabic-speech-result is a automatic speech recognition model from Ibrhm-S. Use it when you need speech turned into text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
All-time downloads
215
Public
Parameters
242M
3.9 GB on disk
Likes
1
Public
Repo makeup
Click a slice to open those files.
.safetensors967 MB · 100%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- Model type
- whisper
- Access
- Public
- Created
- Aug 24, 2024
- Updated
- Aug 24, 2024
- SHA
- 28ae5988
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 Ar - Ibrhm S
This model is a fine-tuned version of Ibrhm-S/arabic-speech-to-text on the arabic-speech-to-text dataset. It achieves the following results on the evaluation set:
- Loss: 3.1640
- Wer: 96.5831
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: 5
- 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: 4000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.0002 | 333.3333 | 1000 | 2.1972 | 94.9886 |
| 0.0001 | 666.6667 | 2000 | 2.7759 | 95.8998 |
| 0.0 | 1000.0 | 3000 | 3.0540 | 95.8998 |
| 0.0 | 1333.3333 | 4000 | 3.1640 | 96.5831 |
Framework versions
- Transformers 4.45.0.dev0
- Pytorch 2.3.1+cu121
- Datasets 2.21.0
- Tokenizers 0.19.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- Languages
- ar
- Created
- Aug 24, 2024
- Updated
- Aug 24, 2024