You will need an invite to join a voice channel. Once you join, whenever anyone comes live you will see a Live icon next to that person. Click on the icon and you will be able to join the Discord live stream. Once the stream begins you can even invite other friends to join it. To leave the live stream simply click on Stop Watching.