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whisper-filter-CHIME6
BBB1234/whisper-filter-CHIME6
whisper-filter-CHIME6 is a automatic speech recognition model from BBB1234. 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
- Mar 16, 2025
- Updated
- Mar 24, 2025
- SHA
- 03e89286
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-filter-CHIME6
This model is a fine-tuned version of openai/whisper-tiny on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.4559
- Wer: 188.5591
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: 4
- eval_batch_size: 4
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 16
- optimizer: Use adamw_torch 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: 500
- training_steps: 5000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 1.6668 | 0.1 | 500 | 1.6673 | 168.1719 |
| 1.9458 | 0.2 | 1000 | 1.6112 | 247.9148 |
| 1.2 | 0.3 | 1500 | 2.3070 | 235.5822 |
| 1.6182 | 0.4 | 2000 | 1.5156 | 168.1025 |
| 1.3974 | 0.5 | 2500 | 1.5074 | 180.2130 |
| 1.4654 | 0.6 | 3000 | 1.5212 | 131.2175 |
| 1.1705 | 0.7 | 3500 | 1.4534 | 143.9768 |
| 1.1804 | 0.8 | 4000 | 1.4870 | 174.3443 |
| 1.4669 | 0.9 | 4500 | 1.4604 | 193.9907 |
| 1.5055 | 1.001 | 5000 | 1.4559 | 188.5591 |
Framework versions
- Transformers 4.47.0
- Pytorch 2.5.1+cu121
- Datasets 3.3.1
- Tokenizers 0.21.0
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Created
- Mar 16, 2025
- Updated
- Mar 24, 2025