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so-vits-svc
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This commit is contained in:
ylzz1997 2023-05-22 19:06:42 +08:00
parent 9ae948cb0c
commit 746448033f
1 changed files with 15 additions and 28 deletions
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43
inference/infer_tool.py
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@ -238,37 +238,24 @@ class Svc(object):
audio = audio[0,0].data.float()
if self.shallow_diffusion:
audio_mel = self.vocoder.extract(audio[None,:],self.target_sample)
vol = self.volume_extractor.extract(audio[None,:])[None,:,None].to(self.dev)
f0 = f0[:,:,None]
c = c.transpose(-1,-2)
audio_mel = self.diffusion_model(
c,
f0,
vol,
spk_id = sid,
spk_mix_dict = None,
gt_spec=audio_mel,
infer=True,
infer_speedup=self.diffusion_args.infer.speedup,
method=self.diffusion_args.infer.method,
k_step=k_step)
audio = self.vocoder.infer(audio_mel, f0).squeeze()
else:
wav = torch.FloatTensor(wav).to(self.dev)
vol = self.volume_extractor.extract(wav[None,:])[None,:,None].to(self.dev)
c = c.transpose(-1,-2)
audio = torch.FloatTensor(wav).to(self.dev)
audio_mel = None
if self.only_diffusion or self.shallow_diffusion:
vol = self.volume_extractor.extract(audio[None,:])[None,:,None].to(self.dev)
f0 = f0[:,:,None]
c = c.transpose(-1,-2)
audio_mel = self.diffusion_model(
c,
f0,
vol,
spk_id = sid,
spk_mix_dict = None,
gt_spec=None,
infer=True,
infer_speedup=self.diffusion_args.infer.speedup,
method=self.diffusion_args.infer.method,
k_step=k_step)
c,
f0,
vol,
spk_id = sid,
spk_mix_dict = None,
gt_spec=audio_mel,
infer=True,
infer_speedup=self.diffusion_args.infer.speedup,
method=self.diffusion_args.infer.method,
k_step=k_step)
audio = self.vocoder.infer(audio_mel, f0).squeeze()
if self.nsf_hifigan_enhance:
audio, _ = self.enhancer.enhance(