It is not necessary to let your Bluetooth headphones completely die before charging them. In fact, it's better to charge them before they completely run out of battery. Lithium-ion batteries used in most Bluetooth headphones have a finite lifespan, and constantly draining them completely can reduce their overall capacity over time. It is advisable to charge your headphones when the battery level is around 20% to 30%.