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# Whisper Small IT - GoodOnions

This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 11.0 dataset.
It achieves the following results on the evaluation set:
- Loss: 0.4681
- Wer: 83.9413

## 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: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- training_steps: 4000
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step | Validation Loss | Wer      |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| 0.1517        | 1.6   | 1000 | 0.3859          | 227.6309 |
| 0.0313        | 3.2   | 2000 | 0.4126          | 50.3681  |
| 0.0156        | 4.8   | 3000 | 0.4367          | 67.6440  |
| 0.0038        | 6.4   | 4000 | 0.4681          | 83.9413  |


### Framework versions

- Transformers 4.36.0.dev0
- Pytorch 2.1.0+cu118
- Datasets 2.15.0
- Tokenizers 0.15.0

{"language": ["it"], "license": "apache-2.0", "tags": ["it-asr-leaderboard", "generated_from_trainer"], "datasets": ["mozilla-foundation/common_voice_11_0"], "metrics": ["wer"], "base_model": "openai/whisper-small", "model-index": [{"name": "Whisper Small IT - GoodOnions", "results": [{"task": {"type": "automatic-speech-recognition", "name": "Automatic Speech Recognition"}, "dataset": {"name": "Common Voice 11.0", "type": "mozilla-foundation/common_voice_11_0", "config": "it", "split": "test[:2500]", "args": "config: it, split: test"}, "metrics": [{"type": "wer", "value": 83.94127565077929, "name": "Wer"}]}]}]}
transformers tensorboard safetensors whisper automatic-speech-recognition it-asr-leaderboard generated_from_trainer it dataset:mozilla-foundation/common_voice_11_0 base_model:openai/whisper-small license:apache-2.0 model-index endpoints_compatible has_space region:us