White discharge is normal, unless it appears in a cottage cheese-like consistency or is accompanied by itching, burning, soreness, or irritation. In that case, it could be a sign of a yeast infection. Cloudy, thick white discharge could also be a sign of a sexually transmitted infection such as gonorrhea or chlamydia.