It might be that the filter is too dirty or restrictive and the air is
making that noise. Or the grille may be whistling. Or the filter may
fit in the housing poorly, and air is bypassing it, making noise in the
process.

Pull the filter out, see if the noise goes away. If the noise remains,
oil the blower motor with 20 grade non detergent oil.

Stretch