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[GH-ISSUE #720] Regarding inputted speaker content #441
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RVC-Project/Retrieval-based-Voice-Conversion-WebUI#441
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Originally created by @suzhenghang on GitHub (Jul 10, 2023).
Original GitHub issue: https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI/issues/720
Because retrieval features are used during inference to replace input features in order to prevent speaker identity leakage, but how can we ensure that the generated speech still corresponds to the original input content in terms of the speaker's voice?
feats = (
torch.from_numpy(npy).unsqueeze(0).to(self.device) * index_rate
+ (1 - index_rate) * feats
)
@RVC-Boss commented on GitHub (Jul 11, 2023):
Replace with the most similar features to ensure semantic consistency.