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# whisper-small-test

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 dataset.
It achieves the following results on the evaluation set:
- Loss: 0.4846
- Wer: 30.9001

## 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: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant_with_warmup
- lr_scheduler_warmup_steps: 500
- training_steps: 6000
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step | Validation Loss | Wer     |
|:-------------:|:-----:|:----:|:---------------:|:-------:|
| 0.5133        | 0.64  | 500  | 0.5562          | 38.3826 |
| 0.3764        | 1.28  | 1000 | 0.4754          | 34.1921 |
| 0.3501        | 1.92  | 1500 | 0.4554          | 32.8509 |
| 0.222         | 2.55  | 2000 | 0.4399          | 32.3844 |
| 0.1283        | 3.19  | 2500 | 0.4440          | 32.0081 |
| 0.1575        | 3.83  | 3000 | 0.4295          | 31.8225 |
| 0.1205        | 4.47  | 3500 | 0.4410          | 31.0459 |
| 0.0992        | 5.11  | 4000 | 0.4505          | 31.1042 |
| 0.0941        | 5.75  | 4500 | 0.4551          | 30.8498 |
| 0.0627        | 6.39  | 5000 | 0.4696          | 31.5999 |
| 0.0652        | 7.02  | 5500 | 0.4761          | 31.8013 |
| 0.0573        | 7.66  | 6000 | 0.4846          | 30.9001 |


### Framework versions

- Transformers 4.36.0.dev0
- Pytorch 2.1.1+cu118
- Datasets 2.15.0
- Tokenizers 0.15.0

{"language": ["sv"], "license": "apache-2.0", "tags": ["hf-asr-leaderboard", "generated_from_trainer"], "datasets": ["mozilla-foundation/common_voice_13_0"], "metrics": ["wer"], "base_model": "openai/whisper-small", "model-index": [{"name": "whisper-small-test", "results": [{"task": {"type": "automatic-speech-recognition", "name": "Automatic Speech Recognition"}, "dataset": {"name": "mozilla-foundation/common_voice_13_0", "type": "mozilla-foundation/common_voice_13_0", "config": "default", "split": "test", "args": "config: sv, split: test"}, "metrics": [{"type": "wer", "value": 30.900127226463102, "name": "Wer"}]}]}]}
transformers tensorboard safetensors whisper automatic-speech-recognition hf-asr-leaderboard generated_from_trainer sv dataset:mozilla-foundation/common_voice_13_0 base_model:openai/whisper-small license:apache-2.0 model-index endpoints_compatible region:us