---
language:
- zh
license: apache-2.0
tags:
- whisper
- generated_from_trainer
datasets:
- '-'
model-index:
- name: whisper-base-zh-20230718-1 - au2a
  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-base-zh-20230718-1 - au2a

This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the some hakka audio dataset.
It achieves the following results on the evaluation set:
- Loss: 0.4142
- Cer: 84.7926

## 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-06
- train_batch_size: 64
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- training_steps: 10000

### Training results

| Training Loss | Epoch | Step  | Validation Loss | Cer      |
|:-------------:|:-----:|:-----:|:---------------:|:--------:|
| 0.0499        | 2.59  | 1000  | 0.3377          | 153.9019 |
| 0.0035        | 5.17  | 2000  | 0.3506          | 138.4528 |
| 0.0015        | 7.76  | 3000  | 0.3651          | 128.2541 |
| 0.001         | 10.35 | 4000  | 0.3754          | 105.1522 |
| 0.0005        | 12.94 | 5000  | 0.3841          | 90.0846  |
| 0.0004        | 15.52 | 6000  | 0.3925          | 92.5134  |
| 0.0002        | 18.11 | 7000  | 0.4011          | 86.3035  |
| 0.0002        | 20.7  | 8000  | 0.4070          | 80.0219  |
| 0.0001        | 23.29 | 9000  | 0.4118          | 82.5451  |
| 0.0001        | 25.87 | 10000 | 0.4142          | 84.7926  |


### Framework versions

- Transformers 4.30.2
- Pytorch 2.0.1+cu117
- Datasets 2.13.1
- Tokenizers 0.13.3