| license: apache-2.0 | |
| base_model: vitouphy/wav2vec2-xls-r-300m-timit-phoneme | |
| tags: | |
| - generated_from_trainer | |
| metrics: | |
| - wer | |
| model-index: | |
| - name: shared_audio | |
| 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. --> | |
| # shared_audio | |
| This model is a fine-tuned version of [vitouphy/wav2vec2-xls-r-300m-timit-phoneme](https://huggingface.co/vitouphy/wav2vec2-xls-r-300m-timit-phoneme) on the None dataset. | |
| It achieves the following results on the evaluation set: | |
| - Loss: 66.1707 | |
| - Wer: 1.2143 | |
| - Cer: 9.2148 | |
| ## 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: 3e-05 | |
| - train_batch_size: 8 | |
| - eval_batch_size: 8 | |
| - seed: 42 | |
| - gradient_accumulation_steps: 4 | |
| - 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: 1 | |
| - training_steps: 2 | |
| ### Training results | |
| | Training Loss | Epoch | Step | Validation Loss | Wer | Cer | | |
| |:-------------:|:-----:|:----:|:---------------:|:------:|:------:| | |
| | 58.4649 | 0.03 | 2 | 66.1707 | 1.2143 | 9.2148 | | |
| ### Framework versions | |
| - Transformers 4.38.2 | |
| - Pytorch 2.2.1+cu121 | |
| - Datasets 2.18.0 | |
| - Tokenizers 0.15.2 | |