OPENGIT/Retrieval-based-Voice-Conversion-WebUI
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github-actions[bot] 2023-05-12 19:27:59 +00:00 committed by GitHub
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gui.py
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@ -133,9 +133,9 @@ class RVC:
score, ix = self.index.search(npy, k=8) score, ix = self.index.search(npy, k=8)
weight = np.square(1 / score) weight = np.square(1 / score)
weight /= weight.sum(axis=1, keepdims=True) weight /= weight.sum(axis=1, keepdims=True)
npy = np.sum(self.big_npy[ix] * np.expand_dims(weight, axis=2), axis=1).astype( npy = np.sum(
"float16" self.big_npy[ix] * np.expand_dims(weight, axis=2), axis=1
) ).astype("float16")
feats = ( feats = (
torch.from_numpy(npy).unsqueeze(0).to(device) * self.index_rate torch.from_numpy(npy).unsqueeze(0).to(device) * self.index_rate