Either the starting capacitor, or the centrifugal switch. The starting capacitor is easy for you to change, but the cent switch is more complex.
I suspect its the capacitor. BTW = If you hear it humming on attempting start...turn it OFF right away....it could be drawing LRA (locked rotor current) which is 6x your FLA. Your burn out the windings quickly.