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speecht5_finetuned_voice_dataset_bn_v_4
tdnathmlenthusiast/speecht5_finetuned_voice_dataset_bn_v_4
speecht5_finetuned_voice_dataset_bn_v_4 is a text-to-audio model from tdnathmlenthusiast. 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
- Oct 20, 2024
- Updated
- Oct 20, 2024
- SHA
- efa57e16
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_finetuned_voice_dataset_bn_v_4
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: 0.5560
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: 125
- training_steps: 3000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.6302 | 12.1212 | 250 | 0.5979 |
| 0.5895 | 24.2424 | 500 | 0.5645 |
| 0.5658 | 36.3636 | 750 | 0.5638 |
| 0.5495 | 48.4848 | 1000 | 0.5609 |
| 0.5541 | 60.6061 | 1250 | 0.5443 |
| 0.5431 | 72.7273 | 1500 | 0.5522 |
| 0.5321 | 84.8485 | 1750 | 0.5406 |
| 0.5321 | 96.9697 | 2000 | 0.5515 |
| 0.5267 | 109.0909 | 2250 | 0.5674 |
| 0.5334 | 121.2121 | 2500 | 0.5607 |
| 0.5202 | 133.3333 | 2750 | 0.5586 |
| 0.52 | 145.4545 | 3000 | 0.5560 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.1+cu121
- Datasets 3.0.1
- Tokenizers 0.19.1
- Task
- Text-to-Audio
- Library
- transformers
- Type
- speecht5
- License
- mit
- Created
- Oct 20, 2024
- Updated
- Oct 20, 2024