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whisper-tiny_yosthingalindo
yosthin06/whisper-tiny_yosthingalindo
whisper-tiny_yosthingalindo is a automatic speech recognition model from yosthin06. 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 13, 2023
- Updated
- Jan 3, 2024
- SHA
- 7e5e3e28
Base models
Datasets
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-tiny_yosthingalindo
This model is a fine-tuned version of openai/whisper-tiny on the PolyAI/minds14 dataset. It achieves the following results on the evaluation set:
- Loss: 0.5824
- Wer Ortho: 0.3424
- Wer: 0.3353
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: 250
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer Ortho | Wer |
|---|---|---|---|---|---|
| 0.3677 | 1.72 | 50 | 0.5198 | 0.3849 | 0.3648 |
| 0.1925 | 3.45 | 100 | 0.5038 | 0.3671 | 0.3518 |
| 0.0836 | 5.17 | 150 | 0.5206 | 0.3547 | 0.3406 |
| 0.0265 | 6.9 | 200 | 0.5520 | 0.3627 | 0.3518 |
| 0.008 | 8.62 | 250 | 0.5824 | 0.3424 | 0.3353 |
Framework versions
- Transformers 4.32.0
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.13.3
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Created
- Dec 13, 2023
- Updated
- Jan 3, 2024