Improve: style init validation check
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@@ -35,13 +35,23 @@ class Model:
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self.hps: utils.HParams = utils.get_hparams_from_file(self.config_path)
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self.hps: utils.HParams = utils.get_hparams_from_file(self.config_path)
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self.spk2id: Dict[str, int] = self.hps.data.spk2id
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self.spk2id: Dict[str, int] = self.hps.data.spk2id
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self.id2spk: Dict[int, str] = {v: k for k, v in self.spk2id.items()}
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self.id2spk: Dict[int, str] = {v: k for k, v in self.spk2id.items()}
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self.num_styles: int = self.hps.data.num_styles
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self.num_styles: int = self.hps.data.num_styles
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if hasattr(self.hps.data, "style2id"):
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if hasattr(self.hps.data, "style2id"):
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self.style2id: Dict[str, int] = self.hps.data.style2id
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self.style2id: Dict[str, int] = self.hps.data.style2id
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else:
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else:
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self.style2id: Dict[str, int] = {str(i): i for i in range(self.num_styles)}
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self.style2id: Dict[str, int] = {str(i): i for i in range(self.num_styles)}
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if len(self.style2id) != self.num_styles:
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raise ValueError(
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f"Number of styles ({self.num_styles}) does not match the number of style2id ({len(self.style2id)})"
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)
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self.style_vectors: np.ndarray = np.load(self.style_vec_path)
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self.style_vectors: np.ndarray = np.load(self.style_vec_path)
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if self.style_vectors.shape[0] != self.num_styles:
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logger.warning(
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f"The number of styles ({self.num_styles}) does not match the number of style vectors ({self.style_vectors.shape[0]})"
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)
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self.net_g: Optional[SynthesizerTrn] = None
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self.net_g: Optional[SynthesizerTrn] = None
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def load_net_g(self):
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def load_net_g(self):
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