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distil_whisper-en_students_test
Gabi00/distil_whisper-en_students_test
distil_whisper-en_students_test is a automatic speech recognition model from Gabi00. 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
- May 22, 2024
- Updated
- Jul 1, 2024
- SHA
- 68a58151
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 Small Eng - Gabriel Mora
This model is a fine-tuned version of openai/whisper-small on the English-mistakes dataset. It achieves the following results on the evaluation set:
- Loss: 0.3784
- Wer: 13.1108
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: 28
- eval_batch_size: 28
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 50
- num_epochs: 3.0
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.6399 | 0.4444 | 500 | 0.4393 | 13.1649 |
| 0.526 | 0.8889 | 1000 | 0.4070 | 14.4792 |
| 0.4598 | 1.3333 | 1500 | 0.3948 | 14.2654 |
| 0.4094 | 1.7778 | 2000 | 0.3806 | 14.4050 |
| 0.3556 | 2.2222 | 2500 | 0.3816 | 13.2305 |
| 0.3304 | 2.6667 | 3000 | 0.3784 | 13.1108 |
Framework versions
- Transformers 4.42.3
- Pytorch 2.1.0+cu118
- Datasets 2.20.0
- Tokenizers 0.19.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- eng
- Created
- May 22, 2024
- Updated
- Jul 1, 2024