Try changing your speaker cable connections at the amp. Move the (+) to the (-) and vice versa.
If the sound improves substantially, then your XLR connections (or some other connection) are reversed polarity.
If the sound improves substantially, then your XLR connections (or some other connection) are reversed polarity.