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07/06/2020
Revisiting Representation Learning for Singing Voice Separation with Sinkhorn Distances
In this work we present a method for unsupervised learning of audio repr...
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04/12/2019
Examining the Mapping Functions of Denoising Autoencoders in Music Source Separation
The goal of this work is to investigate what music source separation app...
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07/30/2018
Harmonic-Percussive Source Separation with Deep Neural Networks and Phase Recovery
Harmonic/percussive source separation (HPSS) consists in separating the ...
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04/23/2018
An Overview of Lead and Accompaniment Separation in Music
Popular music is often composed of an accompaniment and a lead component...
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02/13/2018
Close Miking Empirical Practice Verification: A Source Separation Approach
Close miking represents a widely employed practice of placing a micropho...
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02/01/2018
MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation
Monaural singing voice separation task focuses on the prediction of the ...
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11/04/2017
Monaural Singing Voice Separation with Skip-Filtering Connections and Recurrent Inference of Time-Frequency Mask
Singing voice separation based on deep learning relies on the usage of t...
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09/02/2017