Ugh. Now I'm getting confused. The only entries that even mention the word Concentration after the Bardic Music explanation are Song of Freedom and Fascinate (which mentions it in reference to not breaking concentration while performing Fascinate, which implies that concentration must be maintained during Fascinate).

The explanation of which songs require what actions and forms of concentration would have been useful in the PHB.