Nokia Drive 2.0 - How do I download navigation voice for Nokia Drive in my Nokia Lumia phone?

Select Navigation options > Settings > Navigation voice in Nokia Drive to download the navigation voice guidance.

Note that the navigation voice is not included in the map data and needs to be downloaded separately via the above menu.