wav2vec2 fine tuning
Collection
Modelau wav2vec2 wedi eu mireinio gyda gwahanol gasgliadau o ddata, ynghyd â chanlyniadau profi.
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2 items
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Updated
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:
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The following hyperparameters were used during training:
Training Loss | Epoch | Step | Validation Loss | Wer |
---|---|---|---|---|
4.8422 | 0.0854 | 500 | 2.2692 | 0.9886 |
1.2704 | 0.1709 | 1000 | 1.1623 | 0.7745 |
1.0177 | 0.2563 | 1500 | 0.9608 | 0.6586 |
0.9289 | 0.3417 | 2000 | 0.8117 | 0.6027 |
0.855 | 0.4271 | 2500 | 0.7981 | 0.5627 |
0.804 | 0.5126 | 3000 | 0.7293 | 0.5387 |
0.7384 | 0.5980 | 3500 | 0.6784 | 0.5150 |
0.7277 | 0.6834 | 4000 | 0.6553 | 0.4961 |
0.7009 | 0.7688 | 4500 | 0.6262 | 0.4684 |
0.6774 | 0.8543 | 5000 | 0.5955 | 0.4525 |
0.6427 | 0.9397 | 5500 | 0.5997 | 0.4741 |
0.6224 | 1.0251 | 6000 | 0.5653 | 0.4310 |
0.5507 | 1.1105 | 6500 | 0.5521 | 0.4173 |
0.6425 | 1.1960 | 7000 | 0.9010 | 0.5927 |
0.7218 | 1.2814 | 7500 | 0.7136 | 0.5011 |
0.8592 | 1.3668 | 8000 | 0.8863 | 0.6393 |
0.8668 | 1.4522 | 8500 | 0.7689 | 0.5330 |
0.7688 | 1.5377 | 9000 | 0.7101 | 0.4776 |
0.688 | 1.6231 | 9500 | 0.6742 | 0.4661 |
0.7079 | 1.7085 | 10000 | 0.6832 | 0.4641 |