Instructions to use Curiousfox/speecht5_tailo_Hokkien_ver1.0.c 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.c 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.c")# Load model directly from transformers import AutoProcessor, AutoModelForTextToSpectrogram processor = AutoProcessor.from_pretrained("Curiousfox/speecht5_tailo_Hokkien_ver1.0.c") model = AutoModelForTextToSpectrogram.from_pretrained("Curiousfox/speecht5_tailo_Hokkien_ver1.0.c") - Notebooks
- Google Colab
- Kaggle
speecht5_tailo_Hokkien_ver1.0.c
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: 0.3215
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: 3e-05
- train_batch_size: 8
- eval_batch_size: 16
- 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: 6000.0
- training_steps: 54000
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.4004 | 0.8743 | 6000 | 0.3637 |
| 0.3821 | 1.7485 | 12000 | 0.3519 |
| 0.3673 | 2.6228 | 18000 | 0.3422 |
| 0.3594 | 3.4970 | 24000 | 0.3331 |
| 0.3540 | 4.3713 | 30000 | 0.3303 |
| 0.3493 | 5.2455 | 36000 | 0.3276 |
| 0.3459 | 6.1198 | 42000 | 0.3251 |
| 0.3434 | 6.9940 | 48000 | 0.3230 |
| 0.3418 | 7.8683 | 54000 | 0.3215 |
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.c
Base model
microsoft/speecht5_tts