Believe it or not, moving your furniture works in soundproofing your wall.
The key principles here are the same as the others. Sound travels and when it hits an obstacle, it loses some of its power and energy.
So in simple words, a mindful arrangement of your furniture will act as obstacles to the soundwaves coming from the other side. The noises will bounce off your furniture and die down in the process.