Why does music show up on my iphone even though i deleted it?

I deleted an album off of my phone through itunes when it was plugged into my computer and when it's connected to itunes the album doesn't show up but when my phone isn't connected the album is there and the songs will play. Is there anyway to get the album off of my phone because it's annoying?

In iOS 7 you have the option of deleted/not on device music to still show. Its not actually on the device though, just showing you that you have the option of downloading it via iCloud. You could turn that off via Settings > Music > Show All Music > OFF

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