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from pyannote.audio import Model
from pyannote.audio.pipelines import VoiceActivityDetection
model = Model.from_pretrained("pyannote/segmentation",
use_auth_token="")
vad_pipeline = VoiceActivityDetection(segmentation=model)
HYPER_PARAMETERS = {
"onset": 0.5, "offset": 0.5,
"min_duration_on": 0.0,
"min_duration_off": 0.0
}
vad_pipeline.instantiate(HYPER_PARAMETERS)
def vad_segmentation(input_path, output_path, aggressiveness=2):
return vad_pipeline(input_path)
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