It would honestly not be uncommon to hear or come across something like this in my 'hood':
http://www.youtube.com/watch?v=OmVx5YwdmSg
Which is usually played at high volume in low rider trucks.
Other than that, beat up cars making awful howls, the ghetto bird making its rounds, and general crazies making whatever obscene noise they can.