How are you loading them on the SD card?
If you are taking the card out of the tablet, and then putting it in another device to put the music on it, then placing it back in the tablet, that could be the problem.
You really need to leave the card in the tablet, then using a USB cord connect the phone to the device that has the files, I am assuming that it is a computer, and copy them over to the card that way.