I bought a 40” Samsung LA40F81BDX (1080p, 100Hz, 25,000:1 contrast) not to long ago, recently I have noticed that while I am watching TV the sound starts crackling/distorting, during this time ...

Does your Samsung TV external speakers have a distorted sound? There are various factors that can cause this issue ranging from a signal interference, speaker settings, software glitch ...