|
--- |
|
license: apache-2.0 |
|
base_model: JRHuy/whisper-small-vivos |
|
tags: |
|
- generated_from_trainer |
|
metrics: |
|
- wer |
|
model-index: |
|
- name: whisper-vietnamese-cntt2 |
|
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. --> |
|
|
|
# whisper-vietnamese-cntt2 |
|
|
|
This model is a fine-tuned version of [JRHuy/whisper-small-vivos](https://huggingface.co/JRHuy/whisper-small-vivos) on the None dataset. |
|
It achieves the following results on the evaluation set: |
|
- Loss: 0.4533 |
|
- Wer: 15.7376 |
|
- Cer: 8.3598 |
|
|
|
## 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: 16 |
|
- seed: 42 |
|
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
|
- lr_scheduler_type: constant_with_warmup |
|
- lr_scheduler_warmup_steps: 500 |
|
- training_steps: 4000 |
|
|
|
### Training results |
|
|
|
| Training Loss | Epoch | Step | Validation Loss | Wer | Cer | |
|
|:-------------:|:-----:|:----:|:---------------:|:-------:|:------:| |
|
| 0.1453 | 2.87 | 1000 | 0.3516 | 16.2580 | 8.7008 | |
|
| 0.0199 | 5.73 | 2000 | 0.4018 | 15.9861 | 8.5303 | |
|
| 0.0076 | 8.6 | 3000 | 0.4292 | 15.7531 | 8.4522 | |
|
| 0.0045 | 11.46 | 4000 | 0.4533 | 15.7376 | 8.3598 | |
|
|
|
|
|
### Framework versions |
|
|
|
- Transformers 4.31.0 |
|
- Pytorch 2.0.0 |
|
- Datasets 2.14.4 |
|
- Tokenizers 0.13.3 |
|
|