---
license: apache-2.0
base_model: facebook/wav2vec2-large-xlsr-53
tags:
- generated_from_trainer
metrics:
- accuracy
model-index:
- name: emotions_xls53_6_classes
  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. -->

# emotions_xls53_6_classes

This model is a fine-tuned version of [facebook/wav2vec2-large-xlsr-53](https://huggingface.co/facebook/wav2vec2-large-xlsr-53) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.8000
- Accuracy: 0.7678

## 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: 3e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 10

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| 0.6892        | 0.99  | 76   | 0.8018          | 0.7346   |
| 0.6611        | 2.0   | 153  | 0.7451          | 0.7482   |
| 0.6012        | 2.99  | 229  | 0.6767          | 0.7731   |
| 0.4795        | 4.0   | 306  | 0.8686          | 0.7408   |
| 0.5143        | 4.99  | 382  | 0.7684          | 0.7629   |
| 0.4878        | 6.0   | 459  | 0.7513          | 0.7744   |
| 0.4619        | 6.99  | 535  | 0.8314          | 0.7596   |
| 0.458         | 8.0   | 612  | 0.7943          | 0.7670   |
| 0.4383        | 8.99  | 688  | 0.8460          | 0.7596   |
| 0.5196        | 9.93  | 760  | 0.8000          | 0.7678   |


### Framework versions

- Transformers 4.31.0
- Pytorch 2.0.1+cu117
- Datasets 2.14.4
- Tokenizers 0.13.3