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# Whisper Small hindi - Peter Wei

This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the hindi_project1 dataset.
It achieves the following results on the evaluation set:
- Loss: 0.4301
- Wer: 34.1361

## 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     |
|:-------------:|:-----:|:----:|:---------------:|:-------:|
| 0.082         | 2.44  | 1000 | 0.2958          | 35.3213 |
| 0.0221        | 4.89  | 2000 | 0.3454          | 33.7806 |
| 0.0013        | 7.33  | 3000 | 0.4056          | 34.1531 |
| 0.0005        | 9.78  | 4000 | 0.4301          | 34.1361 |


### Framework versions

- Transformers 4.36.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.0

{"language": ["hi"], "license": "apache-2.0", "tags": ["hf-asr-leaderboard", "generated_from_trainer"], "datasets": ["peterwei89/hindi_project1"], "metrics": ["wer"], "base_model": "openai/whisper-small", "model-index": [{"name": "Whisper Small hindi - Peter Wei", "results": [{"task": {"type": "automatic-speech-recognition", "name": "Automatic Speech Recognition"}, "dataset": {"name": "hindi_project1", "type": "peterwei89/hindi_project1", "args": "config: hi, split: test"}, "metrics": [{"type": "wer", "value": 34.13612122238212, "name": "Wer"}]}]}]}
transformers tensorboard safetensors whisper automatic-speech-recognition hf-asr-leaderboard generated_from_trainer hi dataset:peterwei89/hindi_project1 base_model:openai/whisper-small license:apache-2.0 model-index endpoints_compatible region:us