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whisper-tiny-naija-finetuned
timniel/whisper-tiny-naija-finetuned
whisper-tiny-naija-finetuned is a automatic speech recognition model from timniel. 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. --
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At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Nov 20, 2025
- Updated
- Nov 20, 2025
- SHA
- 6997ebd0
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 Tiny Naija - whisper-tiny-naija-finetuned
This model is a fine-tuned version of openai/whisper-tiny on the Naija-ASR-Corpus dataset. It achieves the following results on the evaluation set:
- Loss: 0.7690
- Wer: 75.8154
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: Use OptimizerNames.ADAMW_TORCH_FUSED 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: 50
- training_steps: 500
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 1.2457 | 0.3021 | 100 | 1.1449 | 76.9210 |
| 0.9626 | 0.6042 | 200 | 0.9074 | 62.0509 |
| 0.8398 | 0.9063 | 300 | 0.8167 | 74.2261 |
| 0.6932 | 1.2085 | 400 | 0.7802 | 73.1067 |
| 0.6619 | 1.5106 | 500 | 0.7690 | 75.8154 |
Framework versions
- Transformers 4.57.1
- Pytorch 2.8.0+cu126
- Datasets 2.21.0
- Tokenizers 0.22.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Created
- Nov 20, 2025
- Updated
- Nov 20, 2025