screen cutting out

Not sure if it's a graphics card issue or not, I was leaning towards it at the start but not too sure now. Basically, every so often my 3 monitors screens turn black for about 3 seconds, sound cuts out, sometimes my tabs switch, and weirdly my default sound device changes to something random...