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whisper-large-v3-Tamil
KhushiDS/whisper-large-v3-Tamil
whisper-large-v3-Tamil is a automatic speech recognition model from KhushiDS. 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. --
Access
Public
Updated Feb 26, 2025
Repo size
63.1 MB
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At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Access
- Public
- Created
- Feb 26, 2025
- Updated
- Feb 26, 2025
- SHA
- 1b5740f4
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-large-v3-Tamil-Version1
This model is a fine-tuned version of openai/whisper-large-v3 on the fleurs dataset. It achieves the following results on the evaluation set:
- Loss: 0.2299
- Wer: 40.1989
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: 3e-06
- train_batch_size: 8
- 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: 1000
- training_steps: 20000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.2648 | 5.8309 | 2000 | 0.2695 | 46.8731 |
| 0.2368 | 11.6618 | 4000 | 0.2503 | 45.3660 |
| 0.2151 | 17.4927 | 6000 | 0.2414 | 43.2643 |
| 0.2121 | 23.3236 | 8000 | 0.2367 | 41.9315 |
| 0.2069 | 29.1545 | 10000 | 0.2339 | 40.9165 |
| 0.2038 | 34.9854 | 12000 | 0.2322 | 40.7115 |
| 0.1936 | 40.8163 | 14000 | 0.2309 | 40.6807 |
| 0.1871 | 46.6472 | 16000 | 0.2304 | 40.4142 |
| 0.1901 | 52.4781 | 18000 | 0.2298 | 40.3014 |
| 0.1885 | 58.3090 | 20000 | 0.2299 | 40.1989 |
Framework versions
- PEFT 0.12.1.dev0
- Transformers 4.45.0.dev0
- Pytorch 2.4.0+cu121
- Datasets 2.21.0
- Tokenizers 0.19.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Languages
- ta
- Created
- Feb 26, 2025
- Updated
- Feb 26, 2025