Downloads · 30 days
7
18% of all-time downloads
whisper-turbo
Akbarkhon/whisper-turbo
whisper-turbo is a automatic speech recognition model from Akbarkhon. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
All-time downloads
39
Public
Parameters
809M
3.2 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors3.2 GB · 100%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- mit
- Model type
- whisper
- Access
- Public
- Created
- Apr 2, 2025
- Updated
- Apr 3, 2025
- SHA
- bd5ec976
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-turbo
This model is a fine-tuned version of openai/whisper-large-v3-turbo on the common_voice_17_0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.0474
- Wer: 4.5742
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
- gradient_accumulation_steps: 4
- total_train_batch_size: 64
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.2594 | 0.4744 | 1000 | 0.2370 | 20.1185 |
| 0.177 | 0.9488 | 2000 | 0.1526 | 13.8271 |
| 0.1132 | 1.4231 | 3000 | 0.1142 | 10.8063 |
| 0.0963 | 1.8975 | 4000 | 0.0840 | 8.2847 |
| 0.0546 | 2.3719 | 5000 | 0.0632 | 6.2435 |
| 0.0465 | 2.8463 | 6000 | 0.0474 | 4.5742 |
Framework versions
- Transformers 4.50.3
- Pytorch 2.6.0+cu124
- Datasets 3.5.0
- Tokenizers 0.21.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- mit
- Created
- Apr 2, 2025
- Updated
- Apr 3, 2025