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# whisper-small-fm

This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 16.0 dataset.
It achieves the following results on the evaluation set:
- Loss: 0.7602
- Wer: 241.3265

## 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: 8
- 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      |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| 0.0002        | 40.0  | 1000 | 0.6741          | 498.4694 |
| 0.0001        | 80.0  | 2000 | 0.7207          | 271.4286 |
| 0.0           | 120.0 | 3000 | 0.7514          | 218.3673 |
| 0.0           | 160.0 | 4000 | 0.7602          | 241.3265 |


### Framework versions

- Transformers 4.37.0.dev0
- Pytorch 2.1.0+cu121
- Datasets 2.16.0
- Tokenizers 0.15.0

{"language": ["th"], "license": "apache-2.0", "tags": ["hf-asr-leaderboard", "generated_from_trainer"], "datasets": ["mozilla-foundation/common_voice_16_0"], "metrics": ["wer"], "base_model": "openai/whisper-small", "model-index": [{"name": "whisper-small-fm", "results": [{"task": {"type": "automatic-speech-recognition", "name": "Automatic Speech Recognition"}, "dataset": {"name": "Common Voice 16.0", "type": "mozilla-foundation/common_voice_16_0", "config": "th", "split": "test", "args": "config: th, split: test"}, "metrics": [{"type": "wer", "value": 241.3265306122449, "name": "Wer"}]}]}]}
transformers tensorboard safetensors whisper automatic-speech-recognition hf-asr-leaderboard generated_from_trainer th dataset:mozilla-foundation/common_voice_16_0 base_model:openai/whisper-small license:apache-2.0 model-index endpoints_compatible region:us