Single-Channel Signal Separation and Deconvolution with Generative
Adversarial Networks

Single-Channel Signal Separation and Deconvolution with Generative Adversarial Networks

14 June 2019

Philip J. B. Jackson

Mark D. Plumbley

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Papers citing "Single-Channel Signal Separation and Deconvolution with Generative Adversarial Networks"

13 / 13 papers shown

Title
MGE-LDM: Joint Latent Diffusion for Simultaneous Music Generation and Source Extraction Yunkee Chae Kyogu Lee 61 0 0 29 May 2025
Simultaneous Music Separation and Generation Using Multi-Track Latent Diffusion Models Tornike Karchkhadze M. Izadi Shlomo Dubnov DiffM 86 5 0 31 Dec 2024
Improving Source Extraction with Diffusion and Consistency Models Tornike Karchkhadze M. Izadi Shuo Zhang DiffM 145 1 0 09 Dec 2024
Blind Source Separation of Single-Channel Mixtures via Multi-Encoder Autoencoders Matthew B. Webster Joonnyong Lee 59 1 0 31 Aug 2023
Multi-Source Diffusion Models for Simultaneous Music Generation and Separation Giorgio Mariani Irene Tallini Emilian Postolache Michele Mancusi Luca Cosmo Emanuele Rodolà DiffM 143 43 0 04 Feb 2023
Latent Autoregressive Source Separation Emilian Postolache Giorgio Mariani Michele Mancusi Andrea Santilli Luca Cosmo Emanuele Rodolà BDL DRL 63 10 0 09 Jan 2023
Music Source Separation with Generative Flow Ge Zhu Jordan Darefsky Fei Jiang A. Selitskiy Z. Duan 88 8 0 19 Apr 2022
One to Multiple Mapping Dual Learning: Learning Multiple Sources from One Mixed Signal TingXia Liu Wenwu Wang Xiaofei Zhang Zhenying Gong Yina Guo 72 1 0 13 Oct 2021
Blind Image Decomposition Junlin Han Weihao Li Pengfei Fang Chunyi Sun Jie Hong M. Armin L. Petersson Hongdong Li 91 38 0 25 Aug 2021
Blind stain separation using model-aware generative learning and its applications on fluorescence microscopy images Xingyu Li MedIm 21 0 0 12 Feb 2021
Image Restoration from Parametric Transformations using Generative Models Kalliopi Basioti G. Moustakides DiffM GAN 56 5 0 27 May 2020
Source Separation with Deep Generative Priors V. Jayaram John Thickstun 92 40 0 19 Feb 2020
Deep S $^3$ PR: Simultaneous Source Separation and Phase Retrieval Using Deep Generative Models Christopher A. Metzler Gordon Wetzstein 82 11 0 14 Feb 2020