That supply has way more capability than you need but even worse, it is a switcher and not something I'd want to use for this application. Some switchers are VERY electrically noisy. Get an older linear wall wart, it will work fine and you likely have one tucked away in a junk drawer from some old device.. or get one from a second hand store for almost nothing. Most newer ones are switchers - very light weight compared to the older linear ones that have a transformer.
Don