Dialpad UberConference lets you mute hold music while waiting for other Participants to join prior to a conference starting.
Mute Hold Music
Join a conference, then select Stop Hold Music in the top-right corner of Dialpad UberConference.
It will mute hold music, but you'll still hear an audio alert and see a pop-up as Participants join.