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whisper-small-eu-from-es
zuazo/whisper-small-eu-from-es
whisper-small-eu-from-es is a automatic speech recognition model from zuazo. 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 24, 2023
- Updated
- Dec 25, 2023
- SHA
- f8a2ee9b
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 Small Basque
This model is a fine-tuned version of zuazo/whisper-small-es on the mozilla-foundation/common_voice_13_0 eu dataset. It achieves the following results on the evaluation set:
- Loss: 0.4464
- Wer: 19.7639
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: 64
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- training_steps: 5000
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.047 | 4.04 | 1000 | 0.3386 | 21.7425 |
| 0.0043 | 9.03 | 2000 | 0.3903 | 20.1770 |
| 0.0011 | 14.02 | 3000 | 0.4209 | 19.7801 |
| 0.0008 | 19.02 | 4000 | 0.4381 | 20.0170 |
| 0.0006 | 24.01 | 5000 | 0.4464 | 19.7639 |
Framework versions
- Transformers 4.33.0.dev0
- Pytorch 2.0.1+cu117
- Datasets 2.14.4
- Tokenizers 0.13.3
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- eu
- Created
- Dec 24, 2023
- Updated
- Dec 25, 2023