Xiangzhu Kong

HANet: A Harmonic Attention-Based Network for Singing Melody Extraction from Polyphonic Music

Singing melody extraction from polyphonic music is a complex but important task in music information retrieval. Harmonic relationships have been shown to be crucial in this task, but most existing models based on Convolutional Neural Networks (CNNs) struggle to capture long-range harmonic dependenci…