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SpeechT5_TechNL_Finetuned
anirxudh/SpeechT5_TechNL_Finetuned
SpeechT5_TechNL_Finetuned is a text-to-audio model from anirxudh. 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 13, 2024
- Updated
- Oct 13, 2024
- SHA
- 35dbb035
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 fine-tuning
This model is a fine-tuned version of microsoft/speecht5_tts on the PeekieTech data dataset. It achieves the following results on the evaluation set:
- Loss: 0.4572
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: 16
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 32
- optimizer: Use adamw_torch 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: 500
- training_steps: 4000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.5281 | 3.5778 | 1000 | 0.4781 |
| 0.4908 | 7.1556 | 2000 | 0.4661 |
| 0.4972 | 10.7335 | 3000 | 0.4595 |
| 0.4858 | 14.3113 | 4000 | 0.4572 |
Framework versions
- Transformers 4.46.0.dev0
- Pytorch 2.4.1+cu121
- Datasets 3.0.1
- Tokenizers 0.20.1
- Task
- Text-to-Audio
- Library
- transformers
- Type
- speecht5
- License
- mit
- Languages
- nl
- Created
- Oct 13, 2024
- Updated
- Oct 13, 2024