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speecht5_tts_commonvoice_fa
erfanasgari21/speecht5_tts_commonvoice_fa
speecht5_tts_commonvoice_fa is a text-to-audio model from erfanasgari21. 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
- Feb 7, 2024
- Updated
- Feb 7, 2024
- SHA
- d72aea45
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_tts_commonvoice_fa
This model is a fine-tuned version of microsoft/speecht5_tts on the common_voice_13_0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.4596
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: 0.0001
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- 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: 6000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.6004 | 2.18 | 500 | 0.5508 |
| 0.5764 | 4.37 | 1000 | 0.5257 |
| 0.5511 | 6.55 | 1500 | 0.5164 |
| 0.5233 | 8.73 | 2000 | 0.5100 |
| 0.526 | 10.92 | 2500 | 0.4879 |
| 0.5016 | 13.1 | 3000 | 0.4784 |
| 0.4888 | 15.28 | 3500 | 0.4697 |
| 0.4796 | 17.47 | 4000 | 0.4664 |
| 0.4736 | 19.65 | 4500 | 0.4579 |
| 0.4501 | 21.83 | 5000 | 0.4601 |
| 0.4554 | 24.02 | 5500 | 0.4572 |
| 0.4539 | 26.2 | 6000 | 0.4596 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.1
- Task
- Text-to-Audio
- Library
- transformers
- Type
- speecht5
- License
- mit
- Created
- Feb 7, 2024
- Updated
- Feb 7, 2024