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crepe gui

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This commit is contained in:
wataru 2023-05-22 14:43:25 +09:00
parent efc6e6d321
commit 1643628a69
6 changed files with 1723 additions and 2764 deletions
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2
client/demo/dist/assets/gui_settings/RVC.json vendored
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@ -117,7 +117,7 @@
{
"name": "f0Detector",
"options": {
"detectors": ["dio", "harvest"]
"detectors": ["dio", "harvest", "crepe"]
}
},
{

11
client/demo/dist/index.html vendored
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@ -1 +1,10 @@
<!doctype html><html style="width:100%;height:100%;overflow:hidden"><head><meta charset="utf-8"/><title>Voice Changer Client Demo</title><script defer="defer" src="index.js"></script></head><body style="width:100%;height:100%;margin:0"><div id="app" style="width:100%;height:100%"></div></body></html>
<!DOCTYPE html>
<html style="width: 100%; height: 100%; overflow: hidden">
<head>
<meta charset="utf-8" />
<title>Voice Changer Client Demo</title>
<script defer src="index.js"></script></head>
<body style="width: 100%; height: 100%; margin: 0px">
<div id="app" style="width: 100%; height: 100%"></div>
</body>
</html>

1695
client/demo/dist/index.js vendored
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2751
client/demo/dist/index.js.LICENSE.txt vendored
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2
client/demo/public/assets/gui_settings/RVC.json
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@ -117,7 +117,7 @@
{
"name": "f0Detector",
"options": {
"detectors": ["dio", "harvest"]
"detectors": ["dio", "harvest", "crepe"]
}
},
{

26
server/voice_changer/RVC/pitchExtractor/CrepePitchExtractor.py
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@ -9,10 +9,10 @@ class CrepePitchExtractor(PitchExtractor):
def __init__(self):
super().__init__()
if torch.cuda.is_available():
self.device = torch.device('cuda:' + str(torch.cuda.current_device()))
self.device = torch.device("cuda:" + str(torch.cuda.current_device()))
else:
self.device = torch.device('cpu')
self.device = torch.device("cpu")
def extract(self, audio, f0_up_key, sr, window, silence_front=0):
n_frames = int(len(audio) // window) + 1
start_frame = int(silence_front * sr / window)
@ -26,12 +26,23 @@ class CrepePitchExtractor(PitchExtractor):
f0_mel_min = 1127 * np.log(1 + f0_min / 700)
f0_mel_max = 1127 * np.log(1 + f0_max / 700)
f0 = torchcrepe.predict(torch.tensor(audio).unsqueeze(0), sr,
hop_length=window, fmin=f0_min, fmax=f0_max, model='tiny', batch_size=256,
decoder=torchcrepe.decode.weighted_argmax, device=self.device)
f0 = torchcrepe.predict(
torch.tensor(audio).unsqueeze(0),
sr,
hop_length=window,
fmin=f0_min,
fmax=f0_max,
# model="tiny",
model="full",
batch_size=256,
decoder=torchcrepe.decode.weighted_argmax,
device=self.device,
)
f0 = f0.squeeze().detach().cpu().numpy()
f0 = np.pad(f0.astype("float"), (start_frame, n_frames - f0.shape[0] - start_frame))
f0 = np.pad(
f0.astype("float"), (start_frame, n_frames - f0.shape[0] - start_frame)
)
f0 *= pow(2, f0_up_key / 12)
f0bak = f0.copy()
@ -44,4 +55,3 @@ class CrepePitchExtractor(PitchExtractor):
f0_coarse = np.rint(f0_mel).astype(np.int)
return f0_coarse, f0bak