You can easily find out how many songs are on your iPhone by tapping Settings > General > About.
If there aren't any songs on there, try syncing the songs to the iPhone again. You can watch this video to get a better idea of the syncing process.
If the songs show up, but aren't showing up in the Music app, try searching for a specific song in Spotlight and playing it from there or try restarting the iPhone.