|
--- |
|
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 |
|
|
