Instructions to use Curiousfox/speecht5_tailo-hokkien_ver1.0.b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Curiousfox/speecht5_tailo-hokkien_ver1.0.b with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-to-audio", model="Curiousfox/speecht5_tailo-hokkien_ver1.0.b")# Load model directly from transformers import AutoProcessor, AutoModelForTextToSpectrogram processor = AutoProcessor.from_pretrained("Curiousfox/speecht5_tailo-hokkien_ver1.0.b") model = AutoModelForTextToSpectrogram.from_pretrained("Curiousfox/speecht5_tailo-hokkien_ver1.0.b") - Notebooks
- Google Colab
- Kaggle
speecht5_tailo_Hokkien_ver1.0.b
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: 0.3200
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: 1
- optimizer: Use OptimizerNames.ADAMW_TORCH_FUSED 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: 2000.0
- training_steps: 20000
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.7266 | 2.6882 | 2000 | 0.4283 |
| 0.4435 | 5.3763 | 4000 | 0.3808 |
| 0.4016 | 8.0645 | 6000 | 0.3643 |
| 0.3828 | 10.7527 | 8000 | 0.3472 |
| 0.3712 | 13.4409 | 10000 | 0.3340 |
| 0.3600 | 16.1290 | 12000 | 0.3275 |
| 0.3553 | 18.8172 | 14000 | 0.3244 |
| 0.3529 | 21.5054 | 16000 | 0.3237 |
| 0.3486 | 24.1935 | 18000 | 0.3205 |
| 0.3480 | 26.8817 | 20000 | 0.3200 |
Framework versions
- Transformers 5.0.0
- Pytorch 2.10.0+cu128
- Datasets 4.0.0
- Tokenizers 0.22.2
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Model tree for Curiousfox/speecht5_tailo-hokkien_ver1.0.b
Base model
microsoft/speecht5_tts