In general the reasons of air compressor bearing inner sound may be the following:

The 1 pad is not suitable or fastening screw loosening

Solution: adjust the liner or appropriate to tighten the nut.

2 bearing and shaft neck wear

Solution: repair or replace the bearing and shaft neck chrome grinding.

Fit clearance 3, bearing and shaft neck is too large

Solution: adjust the clearance.