If it was a time traveler who would she be talking to?
That's also not how you hold your phone. There are a number of explanations.
Note, she's in a highly populated area, walking around talking to herself, someone would have said something, like, "Hey, what's that?"
Here's a pic of a 1920 ear trumpet.