Downloads · 30 days
24
26% of all-time downloads
speecht5_tts_urdu
hisan-usman/speecht5_tts_urdu
speecht5_tts_urdu is a text-to-audio model from hisan-usman. 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
94
Public
Parameters
144M
2.3 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 10, 2024
- Updated
- May 10, 2024
- SHA
- 72bf0a85
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 Urdu (Roman)
This model is a fine-tuned version of microsoft/speecht5_tts on the urdu-audiodataset dataset. It achieves the following results on the evaluation set:
- Loss: 0.4737
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: Adam with betas=(0.9,0.999) and epsilon=1e-08
- 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 |
|---|---|---|---|
| 0.5759 | 2.5063 | 1000 | 0.5052 |
| 0.5352 | 5.0125 | 2000 | 0.4835 |
| 0.5291 | 7.5188 | 3000 | 0.4772 |
| 0.5209 | 10.0251 | 4000 | 0.4737 |
Framework versions
- Transformers 4.41.0.dev0
- Pytorch 2.2.1+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Task
- Text-to-Audio
- Library
- transformers
- Type
- speecht5
- License
- mit
- Languages
- ur
- Created
- May 10, 2024
- Updated
- May 10, 2024