Salivating more during pregnancy, known as ptyalism gravidarum, can lead to excess saliva and drooling while sleeping. Other reasons for drooling while sleeping during pregnancy can be due to increased stress due to the upcoming life change, swollen salivary glands, and difficulty sleeping, again either due to mental and emotional stress, physical discomfort, or both.