This is not expected ... I assume you've enabled recording in the camera settings, or by default via the home settings? (It's off by default for all cameras.)
If it's enabled, and you get audio when you view the camera via Nest's web interface (not the app, just to be sure), then try exporting a clip and see if that has audio to rule out issues with playback. Do you have any other cameras that are working fine with audio?