Xueke Cao

DJCM: A Deep Joint Cascade Model for Singing Voice Separation and Vocal Pitch Estimation

Singing voice separation and vocal pitch estimation are pivotal tasks in music information retrieval. Existing methods for simultaneous extraction of clean vocals and vocal pitches can be classified into two categories: pipeline methods and naive joint learning methods. However, the efficacy of thes…