There are very few places you can expect privacy in public. Restrooms, changing rooms, etc. But in most places in public you should have zero expectation of privacy (in the US).

In private settings, as with public, you are typically free to leave a setting where people are recording.

The law has no specifications for what type of device can do the recording, pr for how long a recording can be.