Showing cs.SDShow all
3 papers · 1 filter
cs.SD2020
Revisiting Representation Learning for Singing Voice Separation with Sinkhorn Distances
Stylianos Ioannis Mimilakis, Konstantinos Drossos, Gerald Schuller
In this work we present a method for unsupervised learning of audio representations, focused on the task of singing voice separation. We build upon a previously proposed method for…
cs.SD2018
MaD TwinNet: Masker-Denoiser Architecture with Twin Networks for Monaural Sound Source Separation
Konstantinos Drossos, Stylianos Ioannis Mimilakis, Dmitriy Serdyuk +3
Monaural singing voice separation task focuses on the prediction of the singing voice from a single channel music mixture signal. Current state of the art (SOTA) results in monaura…
cs.SD2017
Investigating the Potential of Pseudo Quadrature Mirror Filter-Banks in Music Source Separation Tasks
Stylianos Ioannis Mimilakis, Gerald Schuller
Estimating audio and musical signals from single channel mixtures often, if not always, involves a transformation of the mixture signal to the time-frequency (T-F) domain in which…