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ID2223_Lab2_Whisper_SV
khalidey/ID2223_Lab2_Whisper_SV
ID2223_Lab2_Whisper_SV is a automatic speech recognition model from khalidey. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as apache-2.0.
This is a fine-tuned version of the openai/whisper-small model on the Common Voice 11.0 dataset.
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At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Dec 3, 2022
- Updated
- Dec 7, 2022
- SHA
- e5fb328f
Model card
From the Hugging Face model README
Whisper Small - Swedish
This is a fine-tuned version of the openai/whisper-small model on the Common Voice 11.0 dataset.
The following results were achieved after training for 4000 optimization steps:
- Training Loss: 0.003900
- Validation Loss: 0.326255
- WER: 19.894598
Training hyperparameters
The following hyperparameters were used during training:
- train_batch_size: 16
- gradient_accumulation_steps: 1
- learning_rate: 1e-5
- eval_batch_size: 8
- max_steps: 4000
- eval_steps: 1000
Framework Versions
- Transformers 4.25.0
- Pytorch 1.12.1
- Datasets 2.7.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Created
- Dec 3, 2022
- Updated
- Dec 7, 2022