Yes, there are several different types known to absolutely tank sex drive.
The problem with birth control is that it messes with a woman's natural hormonal cycle. That can screw up all sorts of things and can cause weight gain, migraines, death of libido, personality changes, massive mood swings, clinical depression, and even things like fatal blood clots and strokes. Weight gain, moodiness, and loss of libido tend to be the more common ones. The joke is that birth control pills render themselves unnecessary.
If a woman has had a child, an IUD is one of the better choices for birth control. It causes fewer side effects than a lot of the pills, injections, and implants. They're even starting to have them available for women who have not had children, although insertion is usually really painful for a couple days.
ETA: and the way each woman reacts to a particular brand or formulation can be different from another woman. Each hormonal cycle is unique, and the way each formulation interacts with that cycle will also be unique. Some pills work great for one woman and not another, and a change in the formulation (say, name brand vs generic, or a manufacturer altering the preparation) can throw things all out of whack.
It's voodoo science, and most men do not understand exactly how tricky it is or how devastating the side effects can be. At least, not until they encounter the fall out for themselves.