Gender Feminine Usage Arabic, Bengali Scripts فاطمة(Arabic) ফাতেমা(Bengali) Pronounced Pron. FA-tee-mah(Arabic) Meaning & History Alternate transcription of Arabic فاطمة (see Fatimah), as well as a common Bengali transcription.