
<!-- 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-medium-named-e_v231115

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: 0.0089
- Wer: 0.0

## 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: 5
- training_steps: 120
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step | Validation Loss | Wer  |
|:-------------:|:-----:|:----:|:---------------:|:----:|
| 4.4712        | 5.0   | 10   | 2.8412          | 15.0 |
| 1.3896        | 10.0  | 20   | 0.7323          | 95.0 |
| 0.5329        | 15.0  | 30   | 0.5708          | 10.0 |
| 0.4335        | 20.0  | 40   | 0.4734          | 35.0 |
| 0.3684        | 25.0  | 50   | 0.4014          | 15.0 |
| 0.3109        | 30.0  | 60   | 0.3379          | 15.0 |
| 0.2567        | 35.0  | 70   | 0.2760          | 0.0  |
| 0.2065        | 40.0  | 80   | 0.2132          | 0.0  |
| 0.1534        | 45.0  | 90   | 0.1557          | 0.0  |
| 0.105         | 50.0  | 100  | 0.0955          | 0.0  |
| 0.0497        | 55.0  | 110  | 0.0311          | 0.0  |
| 0.0093        | 60.0  | 120  | 0.0089          | 0.0  |


### Framework versions

- Transformers 4.36.0.dev0
- Pytorch 2.1.0+cu118
- Datasets 2.14.8.dev0
- Tokenizers 0.15.0

{"language": ["en"], "license": "apache-2.0", "tags": ["hf-asr-leaderboard", "generated_from_trainer"], "metrics": ["wer"], "base_model": "openai/whisper-small", "model-index": [{"name": "whisper-medium-named-e_v231115", "results": []}]}
transformers tensorboard safetensors whisper automatic-speech-recognition hf-asr-leaderboard generated_from_trainer en base_model:openai/whisper-small license:apache-2.0 endpoints_compatible region:us