SpeechT5 TTS Slovak v2
This model is a fine-tuned version of microsoft/speecht5_tts on the VoxPopuli dataset. It achieves the following results on the evaluation set:
- Loss: 0.4301
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: 32
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 64
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- training_steps: 4000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.5379 | 4.0 | 500 | 0.4771 |
| 0.4972 | 8.0 | 1000 | 0.4526 |
| 0.4854 | 12.0 | 1500 | 0.4409 |
| 0.4746 | 16.0 | 2000 | 0.4375 |
| 0.4733 | 20.0 | 2500 | 0.4335 |
| 0.4673 | 24.0 | 3000 | 0.4313 |
| 0.4577 | 28.0 | 3500 | 0.4306 |
| 0.4662 | 32.0 | 4000 | 0.4301 |
Framework versions
- Transformers 4.40.0.dev0
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
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