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speecht5_finetuned_tech_words_syed_naqi
naqi72/speecht5_finetuned_tech_words_syed_naqi
speecht5_finetuned_tech_words_syed_naqi is a text-to-audio model from naqi72. 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 27, 2024
- Updated
- Oct 31, 2024
- SHA
- 3ffdc995
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. -->
SyedNaqi_TechSpeechT5_TTS
This model is a fine-tuned version of microsoft/speecht5_tts on the TTS_English_Technical_data dataset. It achieves the following results on the evaluation set:
- Loss: 0.4548
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: 5e-05
- train_batch_size: 12
- eval_batch_size: 10
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 24
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 1000
- training_steps: 5000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.5565 | 1.3423 | 500 | 0.4948 |
| 0.5157 | 2.6846 | 1000 | 0.4702 |
| 0.4906 | 4.0268 | 1500 | 0.4601 |
| 0.4767 | 5.3691 | 2000 | 0.4567 |
| 0.4718 | 6.7114 | 2500 | 0.4531 |
| 0.4609 | 8.0537 | 3000 | 0.4533 |
| 0.4545 | 9.3960 | 3500 | 0.4543 |
| 0.4474 | 10.7383 | 4000 | 0.4544 |
| 0.4505 | 12.0805 | 4500 | 0.4546 |
| 0.4376 | 13.4228 | 5000 | 0.4548 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.5.0+cu121
- Tokenizers 0.19.1
- Task
- Text-to-Audio
- Library
- transformers
- Type
- speecht5
- License
- mit
- Created
- Oct 27, 2024
- Updated
- Oct 31, 2024