Add your clip and hit “Remove audio”. The audio track is dropped and the video is copied without re-encoding, so the quality is identical and even long clips take seconds.
Handy before posting footage with background chatter, wind noise or someone else's music. To replace the sound with your own track, use Add music to video instead.