speecht5_finetuned_vietnamese
This model is a fine-tuned version of microsoft/speecht5_tts on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.5406
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: 16
- eval_batch_size: 2
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 32
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 100
- training_steps: 500
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.6213 | 0.0035 | 100 | 0.6012 |
| 0.6087 | 0.0069 | 200 | 0.5743 |
| 0.592 | 0.0104 | 300 | 0.5571 |
| 0.5708 | 0.0139 | 400 | 0.5512 |
| 0.5596 | 0.0173 | 500 | 0.5406 |
Framework versions
- Transformers 4.47.0.dev0
- Pytorch 2.5.1
- Datasets 2.19.1
- Tokenizers 0.20.1
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Base model
microsoft/speecht5_tts