Unsupervised training of a deep clustering model for multichannel blind
source separation

Unsupervised training of a deep clustering model for multichannel blind source separation

2 April 2019

Daniel Hasenklever

Reinhold Häb-Umbach

Papers citing "Unsupervised training of a deep clustering model for multichannel blind source separation"

16 / 16 papers shown

Title
Microphone Array Signal Processing and Deep Learning for Speech Enhancement Reinhold Haeb-Umbach Tomohiro Nakatani Marc Delcroix Christoph Boeddeker Tsubasa Ochiai 43 0 0 13 Jan 2025
Martian time-series unraveled: A multi-scale nested approach with factorial variational autoencoders Ali Siahkoohi Rudy Morel Randall Balestriero Erwan Allys G. Sainton Taichi Kawamura Maarten V. de Hoop 34 2 0 25 May 2023
Unsupervised Multi-channel Separation and Adaptation Cong Han K. Wilson Scott Wisdom J. Hershey 26 4 0 18 May 2023
Unearthing InSights into Mars: Unsupervised Source Separation with Limited Data Ali Siahkoohi Rudy Morel Maarten V. de Hoop Erwan Allys G. Sainton Taichi Kawamura 42 4 0 27 Jan 2023
Self-Remixing: Unsupervised Speech Separation via Separation and Remixing Kohei Saijo Tetsuji Ogawa SSL 22 11 0 18 Nov 2022
Analysis of Noisy-target Training for DNN-based speech enhancement Takuya Fujimura T. Toda 35 4 0 02 Nov 2022
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
End-to-End Multi-speaker ASR with Independent Vector Analysis Robin Scheibler Wangyou Zhang Xuankai Chang Shinji Watanabe Y. Qian 24 2 0 01 Apr 2022
MixCycle: Unsupervised Speech Separation via Cyclic Mixture Permutation Invariant Training Ertuğ Karamatlı S. Kırbız SSL 36 9 0 08 Feb 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
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 Neural Mask Estimator For Generalized Eigen-Value Beamforming Based ASR Rohit Kumar Anirudh Sreeram Anurenjan Purushothaman Sriram Ganapathy 16 5 0 28 Nov 2019
Unsupervised Training for Deep Speech Source Separation with Kullback-Leibler Divergence Based Probabilistic Loss Function M. Togami Yoshiki Masuyama Tatsuya Komatsu Yumi Nakagome 19 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