Unfortunately, yes. I live in a tower on a busy four lane artery. There is a traffic light just in front of the building and when the windows are open I can hear some electric cars, like Hyundai, when they are going at low speed. Here is what they sound like. I can hear others and I'm slowly beginning to recognize what brand they are just by the noise, but an electric Hyundai is loud and obvious to me.