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PaddleSpeech/docs/source/tts/gan_vocoder.md

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3 years ago
# GAN Vocoders
This is a brief introduction of GAN Vocoders, we mainly introduce the losses of different vocoders here.
Model | Generator Loss |Discriminator Loss
:-------------:| :------------:| :-----
Mel GAN | adversial loss <br> Feature Matching | Multi-Scale Discriminator |
Parallel Wave GAN |adversial loss <br> Multi-resolution STFT loss | adversial loss|
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Multi-Band Mel GAN | adversial loss <br> full band Multi-resolution STFT loss <br> sub band Multi-resolution STFT loss |Multi-Scale Discriminator|
HiFi GAN |adversial loss <br> Feature Matching <br> Mel-Spectrogram Loss | Multi-Scale Discriminator <br> Multi-Period Discriminator|