Do not re-rip your CDs. The vast majority of your CDs were already normalized, so re-ripping them will not change much, if anything at all.

Even if you did re-rip them and normalize them, it would not change the perceived volume differences between the different albums. Normalization does not solve the problem of perceived volume differences.

Please read the multiple extensive and detailed FAQ entries on this subject, starting here.