Raspopova joined the military in October 1941 after the German invasion of the Soviet Union. After completing training in Engels she was deployed to the Eastern front in May 1942 as part of the 588th Night Bomber Regiment, which was later awarded the Guards designation and renamed the 46th Guards Night Bomber Aviation Regiment.