metadata
library_name: transformers
license: cc-by-nc-4.0
tags:
- generated_from_trainer
metrics:
- f1
model-index:
- name: vietnamese-gender-voice-classification-model
results:
- task:
name: Audio Classification
type: audio-classification
metrics:
- name: F1
type: f1
value: 0.9772036474164134
vietnamese-gender-voice-classification-model
It achieves the following results on the evaluation set:
- Loss: 0.0946
- F1: 0.9772
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: 64
- eval_batch_size: 64
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 256
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 |
|---|---|---|---|---|
| 0.5172 | 0.9931 | 36 | 0.2619 | 0.9734 |
| 0.1429 | 1.9862 | 72 | 0.1295 | 0.9735 |
| 0.111 | 2.9793 | 108 | 0.1066 | 0.9742 |
| 0.0894 | 4.0 | 145 | 0.0982 | 0.9749 |
| 0.0812 | 4.9655 | 180 | 0.0946 | 0.9772 |
Framework versions
- Transformers 4.45.1
- Pytorch 2.4.0
- Datasets 3.0.1
- Tokenizers 0.20.0