External amplifier? Could be the crossover filter is set to the wrong side (hi/lo/full)
Make sure speakers are wired correctly (in phase, positive to positive, etc). But that would be more noticable in lower frequencies than higher.
The front speakers are also pointed toward our knees, maybe they just don't have much vocalization "off-axis"? Another possible yet unlikely cause.