Unsupervised Single-Channel Singing Voice Separation with Weighted Robust Principal Component Analysis Based on Gammatone Auditory Filterbank and Vocal Activity Detection

Unsupervised Single-Channel Singing Voice Separation with Weighted Robust Principal Component Analysis Based on Gammatone Auditory Filterbank and Vocal Activity Detection

Singing-voice separation is a separation task that involves a singing voice and musical accompaniment. In this paper, we propose a novel, unsupervised methodology for extracting a singing voice from the background in a musical mixture. This method is a modification of robust principal component anal...

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Bibliographic Details
Main Authors: Feng Li, Yujun Hu, Lingling Wang
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Sensors
Subjects:
single channel
singing voice
source separation
robust principal component analysis
gammatone filterbank
vocal activity detection
Online Access:https://www.mdpi.com/1424-8220/23/6/3015

Internet

https://www.mdpi.com/1424-8220/23/6/3015

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