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speecht5_finetuned_polyAi
Wsassi/speecht5_finetuned_polyAi
speecht5_finetuned_polyAi is a text-to-audio model from Wsassi. 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
- Jun 16, 2024
- Updated
- Jun 16, 2024
- SHA
- 002be709
Base models
Datasets
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_finetuned_polyAi
This model is a fine-tuned version of microsoft/speecht5_tts on the minds14 dataset. It achieves the following results on the evaluation set:
- Loss: 0.6495
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: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.6267 | 1.0 | 124 | 1.0811 |
| 0.9903 | 2.0 | 248 | 0.7723 |
| 0.95 | 3.0 | 372 | 0.7042 |
| 0.8184 | 4.0 | 496 | 0.6570 |
| 0.7998 | 5.0 | 620 | 0.6495 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.3.0+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Task
- Text-to-Audio
- Library
- transformers
- Type
- speecht5
- License
- mit
- Created
- Jun 16, 2024
- Updated
- Jun 16, 2024