Downloads · 30 days
5
26% of all-time downloads
whisper-small-hi
qazshaha/whisper-small-hi
whisper-small-hi is a automatic speech recognition model from qazshaha. 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
19
Public
Parameters
242M
1.9 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
- Feb 6, 2025
- Updated
- Feb 7, 2025
- SHA
- a8a7893f
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. -->
Whisper Small Hi - test2
This model is a fine-tuned version of openai/whisper-small on the Common Voice 11.0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.5060
- Wer: 33.2557
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: 32
- eval_batch_size: 32
- seed: 42
- 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
- training_steps: 4000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.038 | 4.8780 | 1000 | 0.3398 | 34.6821 |
| 0.0017 | 9.7561 | 2000 | 0.4471 | 33.5478 |
| 0.0002 | 14.6341 | 3000 | 0.4917 | 33.1838 |
| 0.0002 | 19.5122 | 4000 | 0.5060 | 33.2557 |
Framework versions
- Transformers 4.48.2
- Pytorch 2.2.1+cu121
- Datasets 3.2.0
- Tokenizers 0.21.0
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- hi
- Created
- Feb 6, 2025
- Updated
- Feb 7, 2025