Welcome to Android Central! If you deleted any kind of file on your phone without backing it up somewhere, then it's pretty much gone. In order to try recovering a deleted file, you'd have to root the phone (not recommended for novices), which in itself will overwrite some of the data on the phone, making it even less likely to recover deleted files.