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marathi-small-whisper-val-8e
simran14/marathi-small-whisper-val-8e
marathi-small-whisper-val-8e is a automatic speech recognition model from simran14. 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 10, 2024
- Updated
- Jul 10, 2024
- SHA
- 97c28216
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. -->
simrank14 Whisper Small marathi val 8e
This model is a fine-tuned version of simran14/marathi-small-whisper-train-8e on the Common Voice 11.0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.3820
- Wer: 17.4462
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: 8
- 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
- num_epochs: 8
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.0627 | 2.3697 | 500 | 0.2852 | 17.7754 |
| 0.0099 | 4.7393 | 1000 | 0.3458 | 17.8499 |
| 0.0008 | 7.1090 | 1500 | 0.3820 | 17.4462 |
Framework versions
- Transformers 4.43.0.dev0
- Pytorch 2.3.0+cu121
- Datasets 2.20.1.dev0
- Tokenizers 0.19.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- mr
- Created
- Jul 10, 2024
- Updated
- Jul 10, 2024