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MaxMax2016 authored Feb 27, 2023
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![bert_lose](https://user-images.githubusercontent.com/16432329/220883346-c382bea2-1d2f-4a16-b797-2f9e2d2fb639.png)

### Model compression based on knowledge distillation
Student model has 3× speed of teacher model.
Student model has 53M size and 3× speed of teacher model.

To train:

> python train.py -c configs/bert_vits_student.json -m bert_vits_student
To infer, pretrained student model link:https://drive.google.com/file/d/1hTLWYEKH4GV9mQltrMyr3k2UKUo4chdp/view?usp=sharing
To infer, get studet model at release page or

Also get studet model at release page.
Google: :https://drive.google.com/file/d/1hTLWYEKH4GV9mQltrMyr3k2UKUo4chdp/view?usp=sharing

> python vits_infer.py --config ./configs/bert_vits_student.json --model vits_bert_student.pth
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[Adapter-Based Extension of Multi-Speaker Text-to-Speech Model for New Speakers](https://arxiv.org/abs/2211.00585)

[Residual Adapters for Few-Shot Text-to-Speech Speaker Adaptation](https://arxiv.org/abs/2210.15868)
[Residual Adapters for Few-Shot Text-to-Speech Speaker Adaptation](https://arxiv.org/abs/2210.15868)

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