Downloads · 30 days
19
53% of all-time downloads
whisper-small-malayalam-v4
arjunshajitech/whisper-small-malayalam-v4
whisper-small-malayalam-v4 is a automatic speech recognition model from arjunshajitech. 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
36
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
- May 24, 2024
- Updated
- May 24, 2024
- SHA
- 25555c0a
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 Malayalam - Arjun Shaji
This model is a fine-tuned version of openai/whisper-small on the google/fleurs dataset. It achieves the following results on the evaluation set:
- Loss: 0.1677
- Wer: 52.3397
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 |
|---|---|---|---|---|
| 0.0239 | 5.1020 | 1000 | 0.1136 | 54.3847 |
| 0.002 | 10.2041 | 2000 | 0.1426 | 52.9827 |
| 0.0003 | 15.3061 | 3000 | 0.1584 | 52.5808 |
| 0.0001 | 20.4082 | 4000 | 0.1643 | 52.3129 |
| 0.0001 | 25.5102 | 5000 | 0.1677 | 52.3397 |
Framework versions
- Transformers 4.41.0
- Pytorch 2.3.0+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- ml
- Created
- May 24, 2024
- Updated
- May 24, 2024