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wav2vec2-large-xlsr-53-third-train
fathyy/wav2vec2-large-xlsr-53-third-train
wav2vec2-large-xlsr-53-third-train is a automatic speech recognition model from fathyy. 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
- Dec 6, 2024
- Updated
- Dec 6, 2024
- SHA
- ffedd329
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. -->
wav2vec2-large-xlsr-53-third-train
This model is a fine-tuned version of fathyy/wav2vec2-large-xlsr-53-second-train on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.9881
- Wer: 0.9367
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: 0.001
- train_batch_size: 6
- eval_batch_size: 16
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 12
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 1200
- num_epochs: 20
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 2.3482 | 2.9940 | 500 | 2.2909 | 0.9669 |
| 2.3547 | 5.9880 | 1000 | 2.4888 | 0.9759 |
| 2.3457 | 8.9820 | 1500 | 2.3550 | 0.9880 |
| 2.1551 | 11.9760 | 2000 | 2.2335 | 0.9458 |
| 1.9369 | 14.9701 | 2500 | 2.1364 | 0.9458 |
| 1.6783 | 17.9641 | 3000 | 1.9881 | 0.9367 |
Framework versions
- Transformers 4.45.2
- Pytorch 2.4.0
- Datasets 3.0.1
- Tokenizers 0.20.0
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- wav2vec2
- License
- apache-2.0
- Created
- Dec 6, 2024
- Updated
- Dec 6, 2024