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real-data-whisper-small
IoanaLiviaPopescu/real-data-whisper-small
real-data-whisper-small is a automatic speech recognition model from IoanaLiviaPopescu. 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
- Jun 11, 2025
- Updated
- Jun 11, 2025
- SHA
- a9d7a8ae
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. -->
IoanaLiviaPopescu/real-data-whisper-small
This model is a fine-tuned version of openai/whisper-small on the IoanaLiviaPopescu/RealVoiceHoroscope dataset. It achieves the following results on the evaluation set:
- Loss: 0.4133
- Wer: 18.7719
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: 32
- eval_batch_size: 16
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_BNB with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 5
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| No log | 0 | 0 | 0.6024 | 27.8812 |
| 0.501 | 1.0 | 13 | 0.4965 | 19.9336 |
| 0.3039 | 2.0 | 26 | 0.4347 | 20.2840 |
| 0.1973 | 3.0 | 39 | 0.4133 | 18.7719 |
| 0.1431 | 4.0 | 52 | 0.4076 | 18.7903 |
| 0.1181 | 5.0 | 65 | 0.4097 | 18.9747 |
Framework versions
- Transformers 4.51.3
- Pytorch 2.6.0+cu124
- Datasets 3.6.0
- Tokenizers 0.21.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- ro
- Created
- Jun 11, 2025
- Updated
- Jun 11, 2025