Combine sugar, vanilla, ginger, cinnamon, turmeric, and milk in a pot. Place on the stovetop at medium heat for about 3 minutes. Whisking occasionally.
Pour coffee into a mug and add in frothed milk mixture on top. Use a spoon to strain and place the foamy layer on top of the mug.