| --- |
| base_model: zainulhakim/241103_wav2vec2_Augmented_Dataset |
| license: apache-2.0 |
| metrics: |
| - wer |
| tags: |
| - generated_from_trainer |
| model-index: |
| - name: augmented_indians_dataset_client2 |
| 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. --> |
|
|
| # augmented_indians_dataset_client2 |
| |
| This model is a fine-tuned version of [zainulhakim/241103_wav2vec2_Augmented_Dataset](https://huggingface.co/zainulhakim/241103_wav2vec2_Augmented_Dataset) on an unknown dataset. |
| It achieves the following results on the evaluation set: |
| - Loss: 0.7949 |
| - Wer: 0.5314 |
| - Cer: 0.2484 |
| |
| ## 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: 5e-05 |
| - train_batch_size: 8 |
| - eval_batch_size: 8 |
| - seed: 42 |
| - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
| - lr_scheduler_type: linear |
| - num_epochs: 3.0 |
| |
| ### Training results |
| |
| | Training Loss | Epoch | Step | Validation Loss | Wer | Cer | |
| |:-------------:|:-----:|:----:|:---------------:|:------:|:------:| |
| | No log | 1.0 | 156 | 1.6021 | 0.7371 | 0.5976 | |
| | No log | 2.0 | 312 | 1.0143 | 0.6057 | 0.3627 | |
| | No log | 3.0 | 468 | 0.7949 | 0.5314 | 0.2484 | |
| |
| |
| ### Framework versions |
| |
| - Transformers 4.43.3 |
| - Pytorch 2.5.1+cu124 |
| - Datasets 2.19.2 |
| - Tokenizers 0.19.1 |
| |
