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whisper-small-dv
shiimi/whisper-small-dv
whisper-small-dv is a automatic speech recognition model from shiimi. 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 model is a fine-tuned version of openai/whisper-small on the commonvoice170 dataset. It achieves the following results on the evaluation set: - evalloss: 0.1738 - evalwerortho: 63.4601 - evalwer: 13.5049 - evalru…
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At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Aug 5, 2025
- Updated
- Aug 6, 2025
- SHA
- 8aa554d3
Base models
Datasets
Model card
From the Hugging Face model README
whisper-small-dv
This model is a fine-tuned version of openai/whisper-small on the common_voice_17_0 dataset. It achieves the following results on the evaluation set:
- eval_loss: 0.1738
- eval_wer_ortho: 63.4601
- eval_wer: 13.5049
- eval_runtime: 1380.4477
- eval_samples_per_second: 1.605
- eval_steps_per_second: 0.101
- epoch: 1.63
- step: 500
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: 500
- mixed_precision_training: Native AMP
Framework versions
- Transformers 4.28.1
- Pytorch 2.6.0+cu124
- Datasets 3.6.0
- Tokenizers 0.13.3
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- dv
- Created
- Aug 5, 2025
- Updated
- Aug 6, 2025