Hsin Chou

A Hybrid Neural Network Based on the Duplex Model of Pitch Perception for Singing Melody Extraction

In this paper, we build up a hybrid neural network (NN) for singing melody extraction from polyphonic music by imitating human pitch perception. For human hearing, there are two pitch perception models, the spectral model and the temporal model, in accordance with whether harmonics are resolved or n…