There is a recent album "Songs of Silence" https://www.youtube.com/watch?v=3QEHcrb9bMM&list=PLvsYXqtYjM... but I think it's rather different from old funny tunes. Erasure are still active and releasing material.

I love classic DM / Yazoo / Erasure, and if I have to choose just one it is "Take a Chance on Me" on ABBA-esque.