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whisper-small-hi
enniorampello/whisper-small-hi
whisper-small-hi is a automatic speech recognition model from enniorampello. 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 3, 2022
- Updated
- Dec 7, 2022
- SHA
- dc6c67a6
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 Hi - Swedish
This model is a fine-tuned version of openai/whisper-small on the Common Voice 11.0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.3953
- Wer: 19.6472
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: 8
- 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: 1
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.1331 | 1.29 | 1000 | 0.3014 | 22.3602 |
| 0.0537 | 2.59 | 2000 | 0.2988 | 20.8572 |
| 0.0217 | 3.88 | 3000 | 0.3093 | 20.5641 |
| 0.004 | 5.17 | 4000 | 0.3551 | 20.0479 |
| 0.0015 | 6.47 | 5000 | 0.3701 | 20.0022 |
| 0.0015 | 7.76 | 6000 | 0.3769 | 19.7386 |
| 0.0007 | 9.06 | 7000 | 0.3908 | 19.7010 |
| 0.0006 | 10.35 | 8000 | 0.3953 | 19.6472 |
Framework versions
- Transformers 4.26.0.dev0
- Pytorch 1.9.0+cu102
- Datasets 2.7.1
- Tokenizers 0.13.2
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- hi
- Created
- Dec 3, 2022
- Updated
- Dec 7, 2022