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african_french_accent-ASR
Dimi3/african_french_accent-ASR
african_french_accent-ASR is a machine learning model from Dimi3. Use it for the machine learning task on the model card, and read the license before you ship it in a product. 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
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Sep 26, 2024
- Updated
- Sep 29, 2024
- SHA
- 5ca6d46a
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 tiny Fr - Dimi3
This model is a fine-tuned version of openai/whisper-tiny on the African accented french dataset. It achieves the following results on the evaluation set:
- Loss: 0.9985
- Wer: 121.3012
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: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.7444 | 1.0 | 587 | 0.9985 | 121.3012 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.1.2
- Datasets 2.19.2
- Tokenizers 0.19.1
- Type
- whisper
- License
- apache-2.0
- Languages
- fr
- Created
- Sep 26, 2024
- Updated
- Sep 29, 2024