---
license: apache-2.0
base_model: kresnik/wav2vec2-large-xlsr-korean
tags:
- generated_from_trainer
metrics:
- wer
model-index:
- name: wav2vec2-base-timit-demo-check32dataset
  results: []
---

<!-- 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. -->

# wav2vec2-base-timit-demo-check32dataset

This model is a fine-tuned version of [kresnik/wav2vec2-large-xlsr-korean](https://huggingface.co/kresnik/wav2vec2-large-xlsr-korean) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 1.9876
- Wer: 0.8095
- Cer: 0.4179

## 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: 0.0001
- train_batch_size: 32
- 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: 10
- num_epochs: 30

### Training results

| Training Loss | Epoch | Step | Validation Loss | Wer    | Cer    |
|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|
| 3.5272        | 5.0   | 5    | 2.3416          | 0.8333 | 0.4030 |
| 2.5892        | 10.0  | 10   | 2.2228          | 0.8333 | 0.3955 |
| 1.5311        | 15.0  | 15   | 2.1193          | 0.8095 | 0.4030 |
| 0.964         | 20.0  | 20   | 2.0500          | 0.7857 | 0.4179 |
| 0.8757        | 25.0  | 25   | 2.0115          | 0.7619 | 0.4104 |
| 0.7654        | 30.0  | 30   | 1.9876          | 0.8095 | 0.4179 |


### Framework versions

- Transformers 4.41.2
- Pytorch 2.3.0+cpu
- Datasets 2.19.2
- Tokenizers 0.19.1