Realtek High Definition Audio Codecs
go to http://www.realtek.com/downloads/ and download the driver for UNIX/Linux
Then go to the downloaded location and extract the file.
Inside that folder, there's a file named INSTALL, double click it and when prompted click run in terminal.
Finally Reboot.