Source Separation with Deep Generative Priors

19 February 2020

Papers citing "Source Separation with Deep Generative Priors"

15 / 15 papers shown

Title
ArrayDPS: Unsupervised Blind Speech Separation with a Diffusion Prior Zhongweiyang Xu Xulin Fan Zhong-Qiu Wang Xilin Jiang Romit Roy Choudhury DiffM 59 0 0 08 May 2025
COCOLA: Coherence-Oriented Contrastive Learning of Musical Audio Representations Ruben Ciranni Emilian Postolache Giorgio Mariani Michele Mancusi Giorgio Fabbro Emanuele Rodolà Luca Cosmo 79 7 0 10 Jan 2025
Simultaneous Music Separation and Generation Using Multi-Track Latent Diffusion Models Tornike Karchkhadze M. Izadi Shlomo Dubnov DiffM 52 2 0 31 Dec 2024
Generalized Multi-Source Inference for Text Conditioned Music Diffusion Models Emilian Postolache Giorgio Mariani Luca Cosmo Emmanouil Benetos Emanuele Rodolà DiffM 48 9 0 18 Mar 2024
Blind Source Separation of Single-Channel Mixtures via Multi-Encoder Autoencoders Matthew B. Webster Joonnyong Lee 32 1 0 31 Aug 2023
Astronomia ex machina: a history, primer, and outlook on neural networks in astronomy Michael J. Smith James E. Geach 40 32 0 07 Nov 2022
Diffusion-based Generative Speech Source Separation Robin Scheibler Youna Ji Soo-Whan Chung J. Byun Soyeon Choe Min-Seok Choi DiffM 36 42 0 31 Oct 2022
One-shot Generative Prior in Hankel-k-space for Parallel Imaging Reconstruction Hong Peng Chenbo Jiang Jing Cheng Minghui Zhang Shanshan Wang Dong Liang Qiegen Liu DiffM MedIm 52 17 0 15 Aug 2022
Music Source Separation with Generative Flow Ge Zhu Jordan Darefsky Fei Jiang A. Selitskiy Z. Duan 25 6 0 19 Apr 2022
Unsupervised Source Separation via Bayesian Inference in the Latent Domain Michele Mancusi Emilian Postolache Giorgio Mariani Marco Fumero Andrea Santilli Luca Cosmo Emanuele Rodolà BDL 27 1 0 11 Oct 2021
Blind Image Decomposition Junlin Han Weihao Li Pengfei Fang Chunyi Sun Jie Hong M. Armin L. Petersson Hongdong Li 37 34 0 25 Aug 2021
Gotta Go Fast When Generating Data with Score-Based Models Alexia Jolicoeur-Martineau Ke Li Remi Piche-Taillefer Tal Kachman Ioannis Mitliagkas DiffM 36 216 0 28 May 2021
Solving Inverse Problems with a Flow-based Noise Model Jay Whang Qi Lei A. Dimakis 66 36 0 18 Mar 2020
Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation Daniel Stoller Sebastian Ewert S. Dixon AI4TS 104 589 0 08 Jun 2018
Generative Adversarial Source Separation Cem Subakan Paris Smaragdis GAN 127 67 0 30 Oct 2017