Do you have some kind of audio loop back, virtual microphone or similar installed to capture sound from an emulator, game, desktop programs for a tutorial or similar?
Assuming you have not pointed discord at your main audio source (don't know if that is even possible) then that is what it usually is in these sorts of circles.