The rain has been falling since this morning without stopping.
Pronunciation: La plwee tomb duh-pwee suh mah-tan sahn sar-ray-tay.
Grammar: "Pluie" is feminine (la pluie). "Depuis" with the present tense (tombe) expresses an action that started in the past and continues into the present.