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wav2vec2-large-xlsr-53-Bhojpuri-Version6
KhushiDS/wav2vec2-large-xlsr-53-Bhojpuri-Version6
wav2vec2-large-xlsr-53-Bhojpuri-Version6 is a automatic speech recognition model from KhushiDS. 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
- wav2vec2
- Access
- Public
- Created
- Feb 26, 2025
- Updated
- Feb 26, 2025
- SHA
- 91af1bdd
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. -->
wav2vec2-large-xlsr-53-Bhojpuri-Version6
This model is a fine-tuned version of facebook/wav2vec2-large-xlsr-53 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.9380
- Wer: 0.4226
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: 5e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 20
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 1.5686 | 2.3108 | 2000 | 1.2936 | 0.6546 |
| 1.1325 | 4.6216 | 4000 | 1.0153 | 0.4864 |
| 1.3378 | 6.9324 | 6000 | 0.9690 | 0.4716 |
| 0.9299 | 9.2432 | 8000 | 0.9459 | 0.4465 |
| 0.9488 | 11.5540 | 10000 | 0.9376 | 0.4407 |
| 1.1409 | 13.8648 | 12000 | 0.9411 | 0.4288 |
| 1.3824 | 16.1756 | 14000 | 0.9388 | 0.4372 |
| 0.6866 | 18.4864 | 16000 | 0.9380 | 0.4226 |
Framework versions
- Transformers 4.45.0.dev0
- Pytorch 2.4.1+cu121
- Datasets 2.21.0
- Tokenizers 0.19.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- wav2vec2
- License
- apache-2.0
- Created
- Feb 26, 2025
- Updated
- Feb 26, 2025