The short answer is, it depends. When you buy digital music from CDBaby.com, the download is delivered as a zip file. Most mobile devices don't support the ability to download zip files directly to the device, so you may need to use a desktop or laptop computer to download and extract the file, and then sync it to your device manually.
If you are on an Apple device (iPhone, iPod, iPad) please see this article.