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susmitabhatt/xlsr-nm-nomimo
xlsr-nm-nomimo is a automatic speech recognition model from susmitabhatt. 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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From the Hugging Face model README
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:
More information needed
More information needed
More information needed
The following hyperparameters were used during training:
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 4.9221 | 4.3478 | 200 | 3.0837 | 1.0 |
| 3.0104 | 8.6957 | 400 | 2.8149 | 1.0 |
| 2.6446 | 13.0435 | 600 | 2.2163 | 1.0 |
| 1.605 | 17.3913 | 800 | 0.9394 | 0.7108 |
| 0.6986 | 21.7391 | 1000 | 0.7128 | 0.5799 |
| 0.3653 | 26.0870 | 1200 | 0.5925 | 0.4724 |
| 0.2403 | 30.4348 | 1400 | 0.6623 | 0.4884 |
| 0.1829 | 34.7826 | 1600 | 0.6467 | 0.4564 |
| 0.1415 | 39.1304 | 1800 | 0.6584 | 0.4462 |
| 0.1127 | 43.4783 | 2000 | 0.6751 | 0.4462 |
| 0.0977 | 47.8261 | 2200 | 0.6630 | 0.4142 |
| 0.0794 | 52.1739 | 2400 | 0.5528 | 0.4230 |
| 0.0733 | 56.5217 | 2600 | 0.5641 | 0.4041 |
| 0.0574 | 60.8696 | 2800 | 0.6927 | 0.4012 |
| 0.0518 | 65.2174 | 3000 | 0.6562 | 0.3983 |
| 0.0375 | 69.5652 | 3200 | 0.6104 | 0.3852 |
| 0.0352 | 73.9130 | 3400 | 0.5976 | 0.3852 |
| 0.0297 | 78.2609 | 3600 | 0.6563 | 0.3852 |
| 0.0268 | 82.6087 | 3800 | 0.5655 | 0.3706 |
| 0.0225 | 86.9565 | 4000 | 0.6450 | 0.3823 |
| 0.0213 | 91.3043 | 4200 | 0.6029 | 0.3837 |
| 0.017 | 95.6522 | 4400 | 0.5496 | 0.3808 |
| 0.0166 | 100.0 | 4600 | 0.5614 | 0.3823 |