I lived there back then in the TV commercial said that was the sound of freedom boom boom! Sorry lousy Android speech to text...
Yep, it was a normal thing.
Edwards AFB was on the other side of the San Gabriel Mtns and they had lots going on with testing including Yeager and the X-1.