Bootstrapping single-channel source separation via unsupervised spatial
clustering on stereo mixtures

Bootstrapping single-channel source separation via unsupervised spatial clustering on stereo mixtures

6 November 2018

Prem Seetharaman

Jonathan Le Roux

Papers citing "Bootstrapping single-channel source separation via unsupervised spatial clustering on stereo mixtures"

10 / 10 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 54 0 0 08 May 2025
AudioScopeV2: Audio-Visual Attention Architectures for Calibrated Open-Domain On-Screen Sound Separation Efthymios Tzinis Scott Wisdom Tal Remez J. Hershey 41 30 0 20 Jul 2022
Separate but Together: Unsupervised Federated Learning for Speech Enhancement from Non-IID Data Efthymios Tzinis Jonah Casebeer Zhepei Wang Paris Smaragdis FedML 32 19 0 11 May 2021
Single channel voice separation for unknown number of speakers under reverberant and noisy settings Shlomo E. Chazan Lior Wolf Eliya Nachmani Yossi Adi 29 29 0 04 Nov 2020
Into the Wild with AudioScope: Unsupervised Audio-Visual Separation of On-Screen Sounds Efthymios Tzinis Scott Wisdom A. Jansen Shawn Hershey Tal Remez D. Ellis J. Hershey 39 69 0 02 Nov 2020
Unsupervised Sound Separation Using Mixture Invariant Training Scott Wisdom Efthymios Tzinis Hakan Erdogan Ron J. Weiss K. Wilson J. Hershey 16 27 0 23 Jun 2020
Unsupervised Training for Deep Speech Source Separation with Kullback-Leibler Divergence Based Probabilistic Loss Function M. Togami Yoshiki Masuyama Tatsuya Komatsu Yumi Nakagome 21 25 0 11 Nov 2019
Two-Step Sound Source Separation: Training on Learned Latent Targets Efthymios Tzinis Shrikant Venkataramani Zhepei Wang Y. C. Sübakan Paris Smaragdis 24 64 0 22 Oct 2019
Deep Bayesian Unsupervised Source Separation Based on a Complex Gaussian Mixture Model Yoshiaki Bando Y. Sasaki Kazuyoshi Yoshii BDL 11 9 0 29 Aug 2019
End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction Zhong-Qiu Wang Jonathan Le Roux DeLiang Wang J. Hershey 96 123 0 26 Apr 2018