---
language:
- ko
license: apache-2.0
tags:
- whisper-event
- generated_from_trainer
datasets:
- fleurs
metrics:
- wer
base_model: openai/whisper-small
model-index:
- name: Whisper Small Ko(FLUERS) - by p4b
  results:
  - task:
      type: automatic-speech-recognition
      name: Automatic Speech Recognition
    dataset:
      name: FLUERS Korean
      type: fleurs
      config: ko_kr
      split: validation
      args: ko_kr
    metrics:
    - type: wer
      value: 148.1005085252767
      name: Wer
---

<!-- 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 Ko(FLUERS) - by p4b

This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the FLUERS Korean dataset.
It achieves the following results on the evaluation set:
- Loss: 0.4512
- Wer: 148.1005

## 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-07
- train_batch_size: 96
- eval_batch_size: 64
- seed: 42
- distributed_type: multi-GPU
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_steps: 500
- training_steps: 4000

### Training results

| Training Loss | Epoch | Step | Validation Loss | Wer      |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| 0.6003        | 32.0  | 800  | 0.5913          | 167.2749 |
| 0.459         | 64.0  | 1600 | 0.4978          | 170.9841 |
| 0.4035        | 96.0  | 2400 | 0.4653          | 168.5911 |
| 0.3812        | 128.0 | 3200 | 0.4531          | 149.4765 |
| 0.3766        | 160.0 | 4000 | 0.4512          | 148.1005 |


### Framework versions

- Transformers 4.26.0.dev0
- Pytorch 1.14.0.dev20221208+cu116
- Datasets 2.7.1.dev0
- Tokenizers 0.13.2