Joint Detection and Classification of Singing Voice Melody Using Convolutional Recurrent Neural Networks

Singing melody extraction essentially involves two tasks: one is detecting the activity of a singing voice in polyphonic music, and the other is estimating the pitch of a singing voice in the detected voiced segments. In this paper, we present a joint detection and classification (JDC) network that...

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Bibliographic Details
Main Authors: Sangeun Kum, Juhan Nam
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/9/7/1324