No, you don’t need to read music to play a drum set. There are many self-taught drummers out there who are doing quite well. However, it takes them years of practice and listening to music to succeed by themselves. If you want to perfect your drumming skills in a realistic time span, you should learn how to read music. Take as many drum lessons as possible.