Efficient extraction of the first and the second heart sounds (S1 and S2) is the key point of the heart sound research. The current research status of heart sound recognition is introduced. This paper compares the research methods such as spectrum analysis, Wavelet transform, neural network and mathematical morphology. The research emphases and the development direction of heart sound recognition are discussed, and the basis for further study of heart sound research is established.