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whisper-small-jotest
B0808/whisper-small-jotest
whisper-small-jotest is a automatic speech recognition model from B0808. 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
- Mar 7, 2024
- Updated
- Mar 7, 2024
- SHA
- 623d317c
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 Small-FineTuning-allKeywords
This model is a fine-tuned version of openai/whisper-small on the Databyaudio dataset. It achieves the following results on the evaluation set:
- Loss: 1.5471
- Wer: 19.2263
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: 3
- 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: 100
- training_steps: 400
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.2091 | 50.0 | 50 | 1.6165 | 19.6366 |
| 0.0707 | 100.0 | 100 | 1.7163 | 19.2849 |
| 0.0 | 150.0 | 150 | 1.5499 | 19.4607 |
| 0.0 | 200.0 | 200 | 1.5489 | 19.4021 |
| 0.0 | 250.0 | 250 | 1.5481 | 19.2849 |
| 0.0 | 300.0 | 300 | 1.5477 | 19.2263 |
| 0.0 | 350.0 | 350 | 1.5471 | 19.2263 |
| 0.0 | 400.0 | 400 | 1.5471 | 19.2263 |
Framework versions
- Transformers 4.39.0.dev0
- Pytorch 2.1.0+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- en
- Created
- Mar 7, 2024
- Updated
- Mar 7, 2024