Teacher-Student MixIT for Unsupervised and Semi-supervised Speech
Separation

Teacher-Student MixIT for Unsupervised and Semi-supervised Speech Separation

15 June 2021

Jon Barker

Papers citing "Teacher-Student MixIT for Unsupervised and Semi-supervised Speech Separation"

14 / 14 papers shown

Title
Speech Separation with Pretrained Frontend to Minimize Domain Mismatch Wupeng Wang Zexu Pan Xianrui Li Shuai Wang Haoyang Li 34 4 0 05 Nov 2024
Subnetwork-to-go: Elastic Neural Network with Dynamic Training and Customizable Inference Kai Li Yi Luo 34 2 0 06 Dec 2023
Remixing-based Unsupervised Source Separation from Scratch Kohei Saijo Tetsuji Ogawa 18 3 0 01 Sep 2023
Anomalous Sound Detection Based on Sound Separation Kanta Shimonishi Kota Dohi Y. Kawaguchi 33 5 0 25 May 2023
Towards Solving Cocktail-Party: The First Method to Build a Realistic Dataset with Ground Truths for Speech Separation Rawad Melhem Assef Jafar Oumayma Al Dakkak 24 0 0 25 May 2023
Deep neural network techniques for monaural speech enhancement: state of the art analysis P. Ochieng 40 21 0 01 Dec 2022
Self-Remixing: Unsupervised Speech Separation via Separation and Remixing Kohei Saijo Tetsuji Ogawa SSL 22 11 0 18 Nov 2022
Music Source Separation with Band-split RNN Yi Luo Jianwei Yu 60 107 0 30 Sep 2022
On the Design and Training Strategies for RNN-based Online Neural Speech Separation Systems Kai Li Yi Luo 31 13 0 15 Jun 2022
Heterogeneous Separation Consistency Training for Adaptation of Unsupervised Speech Separation Jiangyu Han Yanhua Long 28 6 0 23 Apr 2022
Speaker-Aware Mixture of Mixtures Training for Weakly Supervised Speaker Extraction Zifeng Zhao Rongzhi Gu Dongchao Yang Jinchuan Tian Yuexian Zou 35 2 0 15 Apr 2022
RemixIT: Continual self-training of speech enhancement models via bootstrapped remixing Efthymios Tzinis Yossi Adi V. Ithapu Buye Xu Paris Smaragdis Anurag Kumar CLL 30 54 0 17 Feb 2022
MixCycle: Unsupervised Speech Separation via Cyclic Mixture Permutation Invariant Training Ertuğ Karamatlı S. Kırbız SSL 36 9 0 08 Feb 2022
Continual self-training with bootstrapped remixing for speech enhancement Efthymios Tzinis Yossi Adi V. Ithapu Buye Xu Anurag Kumar 26 16 0 19 Oct 2021