SpeechT5 TTS Dutch
This model is a fine-tuned version of microsoft/speecht5_tts on the TTS_AllFemale_2.0.2 dataset. It achieves the following results on the evaluation set:
- Loss: 0.5239
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: 8
- 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: 500
- training_steps: 5000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.6219 | 0.6096 | 1000 | 0.5644 |
| 0.5893 | 1.2188 | 2000 | 0.5386 |
| 0.5809 | 1.8284 | 3000 | 0.5316 |
| 0.575 | 2.4377 | 4000 | 0.5264 |
| 0.5581 | 3.0469 | 5000 | 0.5239 |
Framework versions
- Transformers 4.47.0.dev0
- Pytorch 2.5.1+cu121
- Datasets 3.1.0
- Tokenizers 0.20.3
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Base model
microsoft/speecht5_tts