Birds prove to be instrumental in checking the health of the earth and indicate climatic change in the environment. In comparison to video based monitoring, audio classification proves to be instrumental because the sounds have the advantage of propagation to long distances without being interfered with objects in between the emitting source and the recording devices. A bird call identification system will be able to monitor species diversity at a specific location and also help us to understand what bird call signals they use in order to communicate with each other for mating purposes or to indicate about the probable danger in the surroundings.