Downloads · 30 days
8
25% of all-time downloads
speecht5_finetuned_sr_proj
vncnttan/speecht5_finetuned_sr_proj
speecht5_finetuned_sr_proj is a text-to-audio model from vncnttan. 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. --
All-time downloads
32
Public
Parameters
144M
16.8 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors578 MB · 100%
At a glance
- Task
- Text-to-Audio
- Library
- transformers
- License
- mit
- Model type
- speecht5
- Access
- Public
- Created
- May 24, 2024
- Updated
- May 25, 2024
- SHA
- e431d90b
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_sr_proj
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: 0.4312
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: 200
- training_steps: 1400
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.7348 | 0.2093 | 100 | 0.6215 |
| 0.6423 | 0.4186 | 200 | 0.5610 |
| 0.5402 | 0.6279 | 300 | 0.4746 |
| 0.5147 | 0.8373 | 400 | 0.4594 |
| 0.5036 | 1.0466 | 500 | 0.4507 |
| 0.5033 | 1.2559 | 600 | 0.4477 |
| 0.4917 | 1.4652 | 700 | 0.4407 |
| 0.492 | 1.6745 | 800 | 0.4391 |
| 0.481 | 1.8838 | 900 | 0.4387 |
| 0.4826 | 2.0931 | 1000 | 0.4334 |
| 0.4842 | 2.3025 | 1100 | 0.4342 |
| 0.4796 | 2.5118 | 1200 | 0.4325 |
| 0.4735 | 2.7211 | 1300 | 0.4311 |
| 0.4771 | 2.9304 | 1400 | 0.4312 |
Framework versions
- Transformers 4.41.1
- Pytorch 2.3.0+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Task
- Text-to-Audio
- Library
- transformers
- Type
- speecht5
- License
- mit
- Created
- May 24, 2024
- Updated
- May 25, 2024