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speecht5_allvoices
guilhermebastos96/speecht5_allvoices
speecht5_allvoices is a text-to-audio model from guilhermebastos96. Use it for the text-to-audio task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text-to-Audio
- Library
- transformers
- License
- mit
- Model type
- speecht5
- Access
- Public
- Created
- Apr 7, 2024
- Updated
- Apr 7, 2024
- SHA
- 4a86c942
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
speecht5_allvoices
This model is a fine-tuned version of microsoft/speecht5_tts on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.4390
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: 4
- eval_batch_size: 2
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- training_steps: 10000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.5406 | 0.69 | 1000 | 0.5013 |
| 0.5066 | 1.39 | 2000 | 0.4761 |
| 0.4932 | 2.08 | 3000 | 0.4670 |
| 0.483 | 2.77 | 4000 | 0.4551 |
| 0.4698 | 3.47 | 5000 | 0.4507 |
| 0.4726 | 4.16 | 6000 | 0.4461 |
| 0.4685 | 4.85 | 7000 | 0.4426 |
| 0.4746 | 5.54 | 8000 | 0.4413 |
| 0.4689 | 6.24 | 9000 | 0.4418 |
| 0.4638 | 6.93 | 10000 | 0.4390 |
Framework versions
- Transformers 4.39.0.dev0
- Pytorch 2.2.1
- Datasets 2.18.0
- Tokenizers 0.15.2
- Task
- Text-to-Audio
- Library
- transformers
- Type
- speecht5
- License
- mit
- Created
- Apr 7, 2024
- Updated
- Apr 7, 2024