I noticed a sound coming from the back of the room.

Literal

Room's back [at-で] something sound [subject-が] was-doing [nominalizer-のに] noticed.

Combines ~がする (sensory perception of sound) with 気がつく (to notice). The の nominalizes the entire clause, and に marks it as the target of 気がつく.