Source Separation with Deep Generative Priors

19 February 2020

Papers citing "Source Separation with Deep Generative Priors"

13 / 13 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 82 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 102 8 0 10 Jan 2025
Music Source Separation in the Waveform Domain Alexandre Défossez Nicolas Usunier Léon Bottou Francis R. Bach 90 269 0 27 Nov 2019
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 121 3,803 0 12 Jul 2019
Single-Channel Signal Separation and Deconvolution with Generative Adversarial Networks Qiuqiang Kong Yong-mei Xu Wenwu Wang Philip J. B. Jackson Mark D. Plumbley GAN 29 24 0 14 Jun 2019
"Double-DIP": Unsupervised Image Decomposition via Coupled Deep-Image-Priors Yossi Gandelsman Assaf Shocher Michal Irani 25 309 0 02 Dec 2018
Glow: Generative Flow with Invertible 1x1 Convolutions Diederik P. Kingma Prafulla Dhariwal BDL DRL 175 3,110 0 09 Jul 2018
Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation Daniel Stoller Sebastian Ewert S. Dixon AI4TS 111 595 0 08 Jun 2018
Neural Discrete Representation Learning Aaron van den Oord Oriol Vinyals Koray Kavukcuoglu BDL SSL OCL 137 4,928 0 02 Nov 2017
Dynamic Routing Between Capsules S. Sabour Nicholas Frosst Geoffrey E. Hinton 58 4,584 0 26 Oct 2017
WaveNet: A Generative Model for Raw Audio Aaron van den Oord Sander Dieleman Heiga Zen Karen Simonyan Oriol Vinyals Alex Graves Nal Kalchbrenner A. Senior Koray Kavukcuoglu DiffM 222 7,361 0 12 Sep 2016
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 308 8,999 0 10 Jun 2016
How transferable are features in deep neural networks? J. Yosinski Jeff Clune Yoshua Bengio Hod Lipson OOD 73 8,309 0 06 Nov 2014