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MaxMax2016 authored Sep 20, 2023
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Expand Up @@ -13,7 +13,7 @@ The framework of grad-svc-v1

![grad_svc_v2](./assets/grad_svc_v2.jpg)

The framework of grad-svc-v2, encoder:768->512, diffusion:64->96, next ver for whisper
The framework of grad-svc-v2, encoder:768->512, diffusion:64->96

https:/PlayVoice/Grad-SVC/assets/16432329/f9b66af7-b5b5-4efb-b73d-adb0dc84a0ae

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6. Integrated Fast Maximum Likelihood Sampling Scheme

7. Low GPU memery required for train

`batch_size: 8, occupy 3.1GB GPU memory when fast epochs, and 5.8G when last epochs`

## Setup Environment
1. Install project dependencies

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tensorboard --logdir logs/
```

## Finetune Loss
## Train Loss

![grad_svc_loss](./assets/grad_svc_loss_fit.jpg)
![loss_96_v2](./assets/loss_96_v2.jpg)

![grad_svc_mel](./assets/grad_svc_mel.jpg)

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