How to run segmentation on ndarray (and not on file) ?

[amitli1]

I want to run the segmentation model on ndarray (array I got from microphone) .
How can I do it ?

The examples show how to run one file:

segment_model     = Model.from_pretrained("pyannote/segmentation")
inference         = Inference(segment_model, duration=5.0, step=2.5)
FILE = "test.wav"
sg_output         = inference(FILE)

Is it possible to run on ndarray (without saving it to the disk and running inference on the saved file) ?