| license: apache-2.0 | |
| tags: | |
| - generated_from_trainer | |
| datasets: | |
| - common_voice | |
| model-index: | |
| - name: Dansk-wav2vec21 | |
| results: [] | |
| <!-- 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. --> | |
| # Dansk-wav2vec21 | |
| This model is a fine-tuned version of [Siyam/SKYLy](https://huggingface.co/Siyam/SKYLy) on the common_voice dataset. | |
| It achieves the following results on the evaluation set: | |
| - Loss: 0.8025 | |
| - Wer: 0.4057 | |
| ## 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: 20 | |
| ### Training results | |
| | Training Loss | Epoch | Step | Validation Loss | Wer | | |
| |:-------------:|:-----:|:----:|:---------------:|:------:| | |
| | 0.0563 | 4.26 | 400 | 0.7887 | 0.4560 | | |
| | 0.0756 | 8.51 | 800 | 0.7519 | 0.4444 | | |
| | 0.0497 | 12.77 | 1200 | 0.7979 | 0.4256 | | |
| | 0.0335 | 17.02 | 1600 | 0.8025 | 0.4057 | | |
| ### Framework versions | |
| - Transformers 4.11.3 | |
| - Pytorch 1.10.0+cu113 | |
| - Datasets 2.1.0 | |
| - Tokenizers 0.10.3 | |