Sparkfun sells a device called the Wav Trigger that should do what you want out of the box IIRC. Otherwise you can use a DF Mini player and a bit of circuitry. No need for an arduino in this application.
[Edit]
It seems that you might want this to be wireless. The popular RF keyfobs should enable wireless buttons depending on how many you need.