Not too long ago, the L.A.-based bedroom-R&B duo Rhye kept themselves anonymous, surrounding themselves with a cloak of mystery. But now they’re apparently comfortable enough to take the spotlight, as they made their TV debut on last night’s episode of Jimmy Kimmel Live, performing “The Fall,” the soft, searching single from their album Woman. But they kept a bit of mystery about them even then, playing backlit, in silhouette, so their faces never quite became visible. Watch the performance below.

Woman is out now on Republic/Innovative Leisure/Loma Vista.