Bird sounds recognition is of great significance in bird protection. With appropriate sound classification, research can automatically predict the quality life area. Nowadays, deep learning model used to classify data with high classification accuracy. However, generalization ability most existing models poor, and complicated algorithm applied extract features. To address these problems, a larg...