Yes, There is a mute feature for a host in two ways:
Take your mouse over the gear wheel on the tile of the speaker and you will see Mute everyone else, that keeps that tile unmuted but will mute everyone.
Click on the Gear at the bottom of the screen and you will see the Mute Everyone option.