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whisper-small-fr
Fiwex/whisper-small-fr
whisper-small-fr is a automatic speech recognition model from Fiwex. 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 23, 2023
- Updated
- Nov 23, 2023
- SHA
- 3b5b647f
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. -->
Adrien le Grand
This model is a fine-tuned version of openai/whisper-tiny.en on the Common Voice 11.0 dataset. It achieves the following results on the evaluation set:
- Loss: 2.3909
- Wer: 96.5566
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: 100
- training_steps: 500
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 3.6081 | 0.32 | 100 | 3.9453 | 134.0126 |
| 2.5974 | 0.64 | 200 | 3.0204 | 123.6824 |
| 2.1327 | 0.96 | 300 | 2.5791 | 100.7730 |
| 1.7696 | 1.27 | 400 | 2.4342 | 101.4055 |
| 1.7047 | 1.59 | 500 | 2.3909 | 96.5566 |
Framework versions
- Transformers 4.36.0.dev0
- Pytorch 2.1.0+cu118
- Datasets 2.15.0
- Tokenizers 0.15.0
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- fr
- Created
- Nov 23, 2023
- Updated
- Nov 23, 2023