I have read about this in an app on my android phone which gives out random interesting facts. This particular fact sounded kind of stupid, but I can't find any information about it on the internet.
Yes, they echo.
The idea of a sound that doesn't echo is theoretically dubious, but more importantly, several people have shown this through experiment. Both the following links explain not only that there is a echo, but also why it is hard to perceive: