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from pyannote.audio import Model, Inference
model = Model.from_pretrained("pyannote/embedding")
inference = Inference(model)
# inference on the whole file
inference("file.wav")
# inference on an excerpt
from pyannote.core import Segment
excerpt = Segment(start=2.0, end=5.0)
inference.crop("file.wav", excerpt) |