There are multiple ways of achieving the desired goal of "bass reduction": EQ or parametric EQ, high pass filter (HPF, same thing as low cut filter), band-limited compression, etc.
Check the sticky at the top of the forum for a couple threads specific to the subject, including one focused on Audacity.