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whisper_swedish
Artanis1551/whisper_swedish
whisper_swedish is a automatic speech recognition model from Artanis1551. 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
- Dec 9, 2023
- Updated
- Dec 9, 2023
- SHA
- cf301b5e
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 Swedish
This model is a fine-tuned version of openai/whisper-small on the Swedish voice 1.0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.3715
- Wer: 34.0270
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: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant_with_warmup
- lr_scheduler_warmup_steps: 50
- training_steps: 4000
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.1191 | 1.29 | 1000 | 0.3000 | 28.7973 |
| 0.0506 | 2.59 | 2000 | 0.3083 | 32.0911 |
| 0.0298 | 3.88 | 3000 | 0.3339 | 42.4242 |
| 0.0073 | 5.17 | 4000 | 0.3715 | 34.0270 |
Framework versions
- Transformers 4.36.0.dev0
- Pytorch 2.1.1+cu121
- Datasets 2.15.0
- Tokenizers 0.15.0
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- se
- Created
- Dec 9, 2023
- Updated
- Dec 9, 2023