I have been dabbling in Street since 2010... I have nothing close by (in the small town I live in) and must go to Indy (about a 20 mile distance). I also can't afford to go everyday, maybe 2 times a month though.
I'm ok with the term "Street Photography", as Joe said, the Genre has a rich history. Many of those that don't like it, remind me of how each generation wants their own terms to describe long standing nomenclature.
I try to tell a story, many times I just quickly take a photo, with an idea of I "might" be capturing, but, many times, with Street, what we capture is not a true reflection of what we really saw.. you know what I mean?
I always try to snap a photo when the people are doing something, not just walking about.. that can be some kind of juxtaposition with the elements in the photo, or at least an engaging expression, or involvement with others, or just enjoying the moment they are in.
And, this forum is one of my main places to go to see what others are posting as Street, and the plentiful discussion that can invigorate any photographer.
As far as others calling me a Street Photographer, that is their opinion, just as if you placed the top 5 images of 10 known Street Photographers, and place 10 self-taught Street photographers to pick 10 images that they consider good street photography, and you have 10 different answers.
I know a Professional that lives in Mexico, and his street is very contrasty, hardly ever level, usually very close head shots that are off center... and all are good. But, show him a more classic approach, and he is bored very quickly. So, he tends not to publish work from other street photographers that doesn't look like his stuff, or is at least a similar approach.
So, what others think is up to them. If they can connect to one of my images, then, I was successful in that image for him/her.
It was still successful for me though, and that is all that matters in the long haul.