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Sponsored by
APIMaster
badrex / xlsr-am-adap-phon
Model's Last Updated: June 07 2024
automatic-speech-recognition
Introduction of xlsr-am-adap-phon
Model Details of xlsr-am-adap-phon
xlsr-am-adap-phon
This model is a fine-tuned version of facebook/wav2vec2-large-xlsr-53 on the common_voice_17_0 dataset. It achieves the following results on the evaluation set:
- Loss: 2.5869
- Wer: 0.9302
- Cer: 0.4393
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: 0.0003
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- 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: 100
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer | Cer |
|---|---|---|---|---|---|
| 6.6235 | 6.8966 | 100 | 6.3103 | 1.0 | 1.0 |
| 4.227 | 13.7931 | 200 | 4.2662 | 1.0 | 1.0 |
| 4.1461 | 20.6897 | 300 | 4.1543 | 1.0 | 0.9966 |
| 4.146 | 27.5862 | 400 | 4.1716 | 1.0 | 0.9859 |
| 4.105 | 34.4828 | 500 | 4.1391 | 1.0 | 0.9740 |
| 3.5688 | 41.3793 | 600 | 3.6625 | 1.0 | 0.9749 |
| 1.5705 | 48.2759 | 700 | 2.2315 | 1.0029 | 0.5187 |
| 0.6683 | 55.1724 | 800 | 2.2517 | 0.9684 | 0.4595 |
| 0.577 | 62.0690 | 900 | 2.2995 | 0.9528 | 0.4413 |
| 0.3109 | 68.9655 | 1000 | 2.4239 | 0.9397 | 0.4575 |
| 0.2803 | 75.8621 | 1100 | 2.4491 | 0.9508 | 0.4474 |
| 0.2136 | 82.7586 | 1200 | 2.4916 | 0.9179 | 0.4323 |
| 0.3282 | 89.6552 | 1300 | 2.5652 | 0.9302 | 0.4401 |
| 0.2118 | 96.5517 | 1400 | 2.5869 | 0.9302 | 0.4393 |
Framework versions
- Transformers 4.42.0.dev0
- Pytorch 2.3.1+cu121
- Datasets 2.19.2
- Tokenizers 0.19.1
Runs of badrex xlsr-am-adap-phon on huggingface.co
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More Information About xlsr-am-adap-phon huggingface.co Model
Url of xlsr-am-adap-phon
xlsr-am-adap-phon huggingface.co Url
Provider of xlsr-am-adap-phon huggingface.co
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Updated:March 28 2026
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