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speecht5_finetuned_voxpopuli_cs
magus4450/speecht5_finetuned_voxpopuli_cs
speecht5_finetuned_voxpopuli_cs is a text-to-speech model from magus4450. Use it when you need text read aloud. 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-Speech
- Library
- transformers
- License
- mit
- Model type
- speecht5
- Access
- Public
- Created
- Feb 7, 2024
- Updated
- Feb 7, 2024
- SHA
- d1dba480
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_voxpopuli_cs
This model is a fine-tuned version of microsoft/speecht5_tts on the facebook/voxpopuli dataset. It achieves the following results on the evaluation set:
- Loss: 0.4251
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: 500
- training_steps: 4000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.4831 | 7.14 | 1000 | 0.4424 |
| 0.468 | 14.27 | 2000 | 0.4310 |
| 0.4568 | 21.41 | 3000 | 0.4267 |
| 0.4604 | 28.55 | 4000 | 0.4251 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.2
- Datasets 2.14.7
- Tokenizers 0.15.0
- Task
- Text-to-Speech
- Library
- transformers
- Type
- speecht5
- License
- mit
- Created
- Feb 7, 2024
- Updated
- Feb 7, 2024