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trained_french
eugenetanjc/trained_french
trained_french is a automatic speech recognition model from eugenetanjc. 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
- wav2vec2
- Access
- Public
- Created
- Jun 23, 2022
- Updated
- Jun 24, 2022
- SHA
- 53602e26
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. -->
trained_french
This model is a fine-tuned version of facebook/wav2vec2-base-960h on the None dataset. It achieves the following results on the evaluation set:
- Loss: 4.8493
- Wer: 1.0
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: 0.003
- train_batch_size: 6
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 12
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 20
- num_epochs: 60
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 6.2268 | 5.53 | 50 | 4.9813 | 1.0 |
| 5.724 | 11.11 | 100 | 4.8808 | 1.0 |
| 5.629 | 16.63 | 150 | 4.9001 | 1.0 |
| 5.3351 | 22.21 | 200 | 4.8457 | 1.0 |
| 5.2043 | 27.74 | 250 | 4.8386 | 1.0 |
| 5.1709 | 33.32 | 300 | 4.8647 | 1.0 |
| 5.065 | 38.84 | 350 | 4.8574 | 1.0 |
| 5.0685 | 44.42 | 400 | 4.8449 | 1.0 |
| 5.0584 | 49.95 | 450 | 4.8412 | 1.0 |
| 4.9626 | 55.53 | 500 | 4.8493 | 1.0 |
Framework versions
- Transformers 4.17.0
- Pytorch 1.11.0+cu113
- Datasets 1.18.3
- Tokenizers 0.12.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- wav2vec2
- License
- apache-2.0
- Created
- Jun 23, 2022
- Updated
- Jun 24, 2022