MediaElement Not Firing Events

Today, we encountered quite an interesting problem. MediaElement wasn't firing events. Using simple speech synthesis on Windows 8.1 using the speech synthesiser we tried:

None of the variations worked. The speech worked just the event wasn't getting fired. After a bit of digging it turned out that in order to fire events MediaElement must be a part of the XAML (or the UI)