---
language:
- bg
license: apache-2.0
tags:
- whisper-event
- generated_from_trainer
datasets:
- mozilla-foundation/common_voice_13_0
metrics:
- wer
model-index:
- name: whisper-small-bg
  results:
  - task:
      name: Automatic Speech Recognition
      type: automatic-speech-recognition
    dataset:
      name: mozilla-foundation/common_voice_13_0 bg
      type: mozilla-foundation/common_voice_13_0
      config: bg
      split: test
      args: bg
    metrics:
    - name: Wer
      type: wer
      value: 44.67291341315287
---

<!-- 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-bg

This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the mozilla-foundation/common_voice_13_0 bg dataset.
It achieves the following results on the evaluation set:
- Loss: 9.0612
- Wer: 44.6729

## 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-05
- train_batch_size: 32
- eval_batch_size: 16
- seed: 42
- distributed_type: multi-GPU
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- training_steps: 5000

### Training results

| Training Loss | Epoch | Step | Validation Loss | Wer     |
|:-------------:|:-----:|:----:|:---------------:|:-------:|
| 4.9319        | 6.76  | 1000 | 10.0774         | 73.9892 |
| 2.6116        | 13.51 | 2000 | 11.4089         | 67.0484 |
| 0.9607        | 20.27 | 3000 | 11.8266         | 60.9448 |
| 0.3464        | 27.03 | 4000 | 9.9500          | 52.1213 |
| 0.0122        | 33.78 | 5000 | 9.0612          | 44.6729 |


### Framework versions

- Transformers 4.31.0.dev0
- Pytorch 2.0.1+cu117
- Datasets 2.12.0
- Tokenizers 0.13.3