صحيح مسلم
From Sahih Muslim (Hadith 2497):
This hadith is reported by Abu Huraira (with a slight alteration of words) that the Messenger of Allah (ﷺ) said:" When (the month of) Ramadan begins
Reference: Muslim 2497