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whisper-sm-vivos
duytran3112/whisper-sm-vivos
whisper-sm-vivos is a automatic speech recognition model from duytran3112. 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
- Jul 20, 2023
- Updated
- Jul 20, 2023
- SHA
- efabc3f6
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-sm-vivos
This model is a fine-tuned version of openai/whisper-small on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.2370
- Wer: 54.8563
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: 4000
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.1265 | 1.37 | 1000 | 0.2178 | 35.8845 |
| 0.062 | 2.74 | 2000 | 0.2138 | 49.8446 |
| 0.0169 | 4.12 | 3000 | 0.2273 | 52.2922 |
| 0.012 | 5.49 | 4000 | 0.2370 | 54.8563 |
Framework versions
- Transformers 4.31.0
- Pytorch 2.0.0
- Datasets 2.13.1
- Tokenizers 0.13.3
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Created
- Jul 20, 2023
- Updated
- Jul 20, 2023