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# wav2vec-jdrt-RTSplitModel-1215-2

This model is a fine-tuned version of [jonatasgrosman/wav2vec2-large-xlsr-53-japanese](https://huggingface.co/jonatasgrosman/wav2vec2-large-xlsr-53-japanese) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.0450
- Wer: 0.2224
- Cer: 0.1892

## 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: 5e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 4
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 1000
- num_epochs: 10

### Training results

| Training Loss | Epoch | Step | Validation Loss | Wer    | Cer    |
|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|
| 3.6667        | 1.0   | 120  | 3.5199          | 1.0    | 0.9472 |
| 1.7077        | 2.0   | 240  | 1.5352          | 1.0    | 0.8361 |
| 1.1977        | 3.0   | 360  | 1.0389          | 0.8671 | 0.6513 |
| 0.877         | 4.0   | 480  | 0.7290          | 0.8162 | 0.6055 |
| 0.5676        | 5.0   | 600  | 0.4193          | 0.7117 | 0.4641 |
| 0.4093        | 6.0   | 720  | 0.2529          | 0.4391 | 0.2751 |
| 0.3431        | 7.0   | 840  | 0.1621          | 0.3348 | 0.2111 |
| 0.2819        | 8.0   | 960  | 0.0894          | 0.2612 | 0.2079 |
| 0.2312        | 9.0   | 1080 | 0.0562          | 0.2308 | 0.1850 |
| 0.129         | 10.0  | 1200 | 0.0450          | 0.2224 | 0.1892 |


### Framework versions

- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.14.6
- Tokenizers 0.15.0

{"license": "apache-2.0", "tags": ["generated_from_trainer"], "metrics": ["wer"], "base_model": "jonatasgrosman/wav2vec2-large-xlsr-53-japanese", "model-index": [{"name": "wav2vec-jdrt-RTSplitModel-1215-2", "results": []}]}
transformers safetensors wav2vec2 automatic-speech-recognition generated_from_trainer base_model:jonatasgrosman/wav2vec2-large-xlsr-53-japanese license:apache-2.0 endpoints_compatible region:us