The TV's menu does not include an option to remove the channel name and [Mute] icon display from the screen. You can only reduce the size of the channel name and [Mute] icon.
You can permanently remove the volume bar from the screen in the [Setup] menu > [TV settings] > [Preferences] > [Volume bar] > [OFF].
Follow these steps to set the display mode: