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xlsr-model-1
kpushpender/xlsr-model-1
xlsr-model-1 is a automatic speech recognition model from kpushpender. 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
- Apr 25, 2025
- Updated
- Apr 25, 2025
- SHA
- 09a616bc
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. -->
xlsr-model-1
This model is a fine-tuned version of facebook/wav2vec2-large-xlsr-53 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.8364
- Wer: 1.0
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: 0.0004
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 4
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 45
- num_epochs: 10
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| No log | 1.0 | 113 | 1.1117 | 1.0 |
| 93.3398 | 2.0 | 226 | 0.8533 | 1.0 |
| 93.3398 | 3.0 | 339 | 0.8746 | 1.0 |
| 0.8879 | 4.0 | 452 | 0.8180 | 1.0 |
| 0.8879 | 5.0 | 565 | 0.8439 | 1.0 |
| 0.7771 | 6.0 | 678 | 0.8274 | 1.0 |
| 0.7771 | 7.0 | 791 | 0.8668 | 1.0 |
| 0.7594 | 8.0 | 904 | 0.8162 | 1.0 |
| 0.7586 | 9.0 | 1017 | 0.8365 | 1.0 |
| 0.7586 | 10.0 | 1130 | 0.8364 | 1.0 |
Framework versions
- Transformers 4.52.0.dev0
- Pytorch 2.5.1+cu121
- Datasets 3.2.0
- Tokenizers 0.21.0
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- wav2vec2
- License
- apache-2.0
- Created
- Apr 25, 2025
- Updated
- Apr 25, 2025