Jiale Qian

Singer Identification Using Deep Timbre Feature Learning with KNN-NET

In this paper, we study the issue of automatic singer identification (SID) in popular music recordings, which aims to recognize who sang a given piece of song. The main challenge for this investigation lies in the fact that a singer’s singing voice changes and intertwines with the signal of backgrou…