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Update usr/diff/shallow_diffusion_tts.py
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usr/diff/shallow_diffusion_tts.py
CHANGED
@@ -15,7 +15,6 @@ from modules.fastspeech.fs2 import FastSpeech2
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from modules.diffsinger_midi.fs2 import FastSpeech2MIDI
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from utils.hparams import hparams
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import spaces
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def exists(x):
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return x is not None
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@@ -171,7 +170,6 @@ class GaussianDiffusion(nn.Module):
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Use the PLMS method from [Pseudo Numerical Methods for Diffusion Models on Manifolds](https://arxiv.org/abs/2202.09778).
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"""
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@spaces.GPU(duration=8)
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def get_x_pred(x, noise_t, t):
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a_t = extract(self.alphas_cumprod, t, x.shape)
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if t[0] < interval:
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from modules.diffsinger_midi.fs2 import FastSpeech2MIDI
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from utils.hparams import hparams
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def exists(x):
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return x is not None
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Use the PLMS method from [Pseudo Numerical Methods for Diffusion Models on Manifolds](https://arxiv.org/abs/2202.09778).
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"""
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def get_x_pred(x, noise_t, t):
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a_t = extract(self.alphas_cumprod, t, x.shape)
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if t[0] < interval:
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