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whisper-tiny_to_kaggle_albanian
rishabhjain16/whisper-tiny_to_kaggle_albanian
whisper-tiny_to_kaggle_albanian is a automatic speech recognition model from rishabhjain16. 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
- Feb 23, 2024
- Updated
- Feb 23, 2024
- SHA
- 1dbca395
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 tiny Albanian Test
This model is a fine-tuned version of openai/whisper-base on the Common Voice 16 Albanian dataset. It achieves the following results on the evaluation set:
- Loss: 0.6337
- Wer: 57.7369
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: 4
- 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: 2500
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.8378 | 0.24 | 500 | 0.9927 | 77.2125 |
| 0.6385 | 0.49 | 1000 | 0.7570 | 66.3803 |
| 0.5949 | 0.73 | 1500 | 0.6877 | 60.9592 |
| 0.549 | 0.97 | 2000 | 0.6461 | 58.7106 |
| 0.4715 | 1.22 | 2500 | 0.6337 | 57.7369 |
Framework versions
- Transformers 4.39.0.dev0
- Pytorch 2.1.0+cu121
- Datasets 2.17.1
- Tokenizers 0.15.2
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- sq
- Created
- Feb 23, 2024
- Updated
- Feb 23, 2024