---
language:
- fa
license: apache-2.0
base_model: makhataei/Whisper-Small-Common-Voice
tags:
- fa-asr
- generated_from_trainer
metrics:
- wer
model-index:
- name: Whisper Small Persian
  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. -->

# Whisper Small Persian

This model is a fine-tuned version of [makhataei/Whisper-Small-Common-Voice](https://huggingface.co/makhataei/Whisper-Small-Common-Voice) on the Ctejarat dataset.
It achieves the following results on the evaluation set:
- Loss: 0.5782
- Wer: 36.9283

## 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: 1e-06
- train_batch_size: 10
- eval_batch_size: 10
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 80
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 5
- training_steps: 100

### Training results

| Training Loss | Epoch | Step | Validation Loss | Wer     |
|:-------------:|:-----:|:----:|:---------------:|:-------:|
| 0.904         | 0.96  | 10   | 0.8973          | 46.7577 |
| 0.7728        | 1.93  | 20   | 0.7814          | 42.3208 |
| 0.6586        | 2.89  | 30   | 0.7098          | 40.3413 |
| 0.586         | 3.86  | 40   | 0.6623          | 39.5904 |
| 0.5336        | 4.82  | 50   | 0.6310          | 38.9078 |
| 0.512         | 5.78  | 60   | 0.6091          | 37.6792 |
| 0.4732        | 6.75  | 70   | 0.5945          | 37.6792 |
| 0.4367        | 7.71  | 80   | 0.5851          | 37.2696 |
| 0.4282        | 8.67  | 90   | 0.5800          | 37.0648 |
| 0.4398        | 9.64  | 100  | 0.5782          | 36.9283 |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.0.1+cu117
- Datasets 2.15.0
- Tokenizers 0.15.0