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

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

11 / 11 papers shown

Title
Microphone Array Signal Processing and Deep Learning for Speech Enhancement Reinhold Haeb-Umbach Tomohiro Nakatani Marc Delcroix Christoph Boeddeker Tsubasa Ochiai 83 1 0 13 Jan 2025
Phasebook and Friends: Leveraging Discrete Representations for Source Separation Jonathan Le Roux Gordon Wichern Shinji Watanabe Andy M. Sarroff J. Hershey 54 77 0 02 Oct 2018
A Purely End-to-end System for Multi-speaker Speech Recognition Hiroshi Seki Takaaki Hori Shinji Watanabe Jonathan Le Roux J. Hershey 44 89 0 15 May 2018
The fifth 'CHiME' Speech Separation and Recognition Challenge: Dataset, task and baselines Jon Barker Shinji Watanabe Emmanuel Vincent J. Trmal 59 685 0 28 Mar 2018
Progressive Joint Modeling in Unsupervised Single-channel Overlapped Speech Recognition Zhehuai Chen J. Droppo Jinyu Li Wayne Xiong 56 65 0 21 Jul 2017
Recognizing Multi-talker Speech with Permutation Invariant Training Dong Yu Xuankai Chang Y. Qian 57 94 0 22 Mar 2017
Deep attractor network for single-microphone speaker separation Zhuo Chen Yi Luo N. Mesgarani 80 408 0 27 Nov 2016
Deep Clustering and Conventional Networks for Music Separation: Stronger Together Yi Luo Zhuo Chen J. Hershey Jonathan Le Roux N. Mesgarani 60 162 0 18 Nov 2016
Single-Channel Multi-Speaker Separation using Deep Clustering Y. Isik Jonathan Le Roux Zhuo Chen Shinji Watanabe J. Hershey 67 432 0 07 Jul 2016
Permutation Invariant Training of Deep Models for Speaker-Independent Multi-talker Speech Separation Dong Yu Morten Kolbæk Zheng-Hua Tan Jesper Jensen 103 859 0 01 Jul 2016
Deep clustering: Discriminative embeddings for segmentation and separation J. Hershey Zhuo Chen Jonathan Le Roux Shinji Watanabe 64 1,321 0 18 Aug 2015