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speecht5_tts_common_voice_nl
Oysiyl/speecht5_tts_common_voice_nl
speecht5_tts_common_voice_nl is a text-to-speech model from Oysiyl. 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 15, 2024
- Updated
- Feb 15, 2024
- SHA
- f5000c32
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_common_voice_nl
This model is a fine-tuned version of microsoft/speecht5_tts on the common_voice_16_1 dataset. It achieves the following results on the evaluation set:
- Loss: 0.3938
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: 32
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 10
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.7187 | 1.0 | 441 | 0.4533 |
| 0.4947 | 2.0 | 882 | 0.4243 |
| 0.4648 | 3.0 | 1323 | 0.4131 |
| 0.4468 | 4.0 | 1764 | 0.4062 |
| 0.4384 | 5.0 | 2205 | 0.4016 |
| 0.4362 | 6.0 | 2646 | 0.3982 |
| 0.4309 | 7.0 | 3087 | 0.3964 |
| 0.4317 | 8.0 | 3528 | 0.3959 |
| 0.427 | 9.0 | 3969 | 0.3939 |
| 0.424 | 10.0 | 4410 | 0.3938 |
Framework versions
- Transformers 4.37.2
- Pytorch 1.12.1+cu116
- Datasets 2.4.0
- Tokenizers 0.15.2
- Task
- Text-to-Speech
- Library
- transformers
- Type
- speecht5
- License
- mit
- Languages
- nl
- Created
- Feb 15, 2024
- Updated
- Feb 15, 2024