What's causing the long system beep on my computer whenever I play video?

Episode 923

Harold from California

Harold has a home-built computer and he's getting an annoying and long system beep when he runs video applications. Leo says a long beep is usually an indication of a temperature issue. The thermal paste on the processor could have been misapplied and it may not be dispersing the heat as efficiently as it could.