bass, bongo, electronic, kettle (usually kettledrum), kick, side, snare, steel
tribal
war
jungle

bang, beat, hit, pound
play

kit, set (esp. AmE)
stick (usually drumstick)
machine, pad
beat (usually drumbeat), pattern, rhythm, roll, sound
music
work
solo
track
He showed us how to program a drum track.

loop (= repeated pattern of sounds made by an electronic drum)
circle (= a group of people playing drums together)
major, majorette (esp. BrE)

a roll of drums

Drum is used with these nouns as the subject:
rain

Drum is used with these nouns as the object:
finger