Update F0Extractor.py
Browse files- F0Extractor.py +11 -0
F0Extractor.py
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@@ -12,6 +12,9 @@ import os
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from rvc.lib.predictors.RMVPE import RMVPE0Predictor
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from rvc.configs.config import Config
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config = Config()
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@@ -51,6 +54,7 @@ class F0Extractor:
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device=config.device,
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)
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f0 = f0[0].cpu().numpy()
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elif method == "fcpe":
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audio = librosa.to_mono(self.x)
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audio_length = len(audio)
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@@ -75,6 +79,7 @@ class F0Extractor:
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output_interp_target_length=f0_target_length,
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)
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f0 = f0.squeeze().cpu().numpy()
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elif method == "rmvpe":
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model_rmvpe = RMVPE0Predictor(
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os.path.join("rvc", "models", "predictors", "rmvpe.pt"),
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@@ -83,8 +88,14 @@ class F0Extractor:
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)
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f0 = model_rmvpe.infer_from_audio(self.wav16k, thred=0.03)
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else:
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raise ValueError(f"Unknown method: {self.method}")
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return self.hz_to_cents(f0, librosa.midi_to_hz(0))
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def plot_f0(self, f0):
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from rvc.lib.predictors.RMVPE import RMVPE0Predictor
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from rvc.configs.config import Config
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# ✅ Import DJCM
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from djcm import DJCMExtractor
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config = Config()
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device=config.device,
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)
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f0 = f0[0].cpu().numpy()
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elif method == "fcpe":
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audio = librosa.to_mono(self.x)
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audio_length = len(audio)
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output_interp_target_length=f0_target_length,
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)
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f0 = f0.squeeze().cpu().numpy()
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elif method == "rmvpe":
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model_rmvpe = RMVPE0Predictor(
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os.path.join("rvc", "models", "predictors", "rmvpe.pt"),
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)
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f0 = model_rmvpe.infer_from_audio(self.wav16k, thred=0.03)
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elif method == "djcm":
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if not hasattr(self, "_djcm"):
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self._djcm = DJCMExtractor("rvc/models/predictors/djcm.pt", device=config.device)
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f0 = self._djcm(self.wav16k, sr=16000)
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else:
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raise ValueError(f"Unknown method: {self.method}")
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return self.hz_to_cents(f0, librosa.midi_to_hz(0))
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def plot_f0(self, f0):
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