Unsupervised Deep Clustering for Source Separation: Direct Learning from
Mixtures using Spatial Information

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Unsupervised Deep Clustering for Source Separation: Direct Learning from Mixtures using Spatial Information

5 November 2018

Efthymios Tzinis

Shrikant Venkataramani

Paris Smaragdis

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Papers citing "Unsupervised Deep Clustering for Source Separation: Direct Learning from Mixtures using Spatial Information"

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Title
ArrayDPS: Unsupervised Blind Speech Separation with a Diffusion Prior Zhongweiyang Xu Xulin Fan Zhong-Qiu Wang Xilin Jiang Romit Roy Choudhury DiffM 112 0 0 08 May 2025
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
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
Deep clustering: Discriminative embeddings for segmentation and separation J. Hershey Zhuo Chen Jonathan Le Roux Shinji Watanabe 64 1,321 0 18 Aug 2015