Deep neural network techniques for monaural speech enhancement: state of the art analysis

1 December 2022

Papers citing "Deep neural network techniques for monaural speech enhancement: state of the art analysis"

11 / 11 papers shown

Title
A Training and Inference Strategy Using Noisy and Enhanced Speech as Target for Speech Enhancement without Clean Speech Li-Wei Chen Yao-Fei Cheng Hung-Shin Lee Yu Tsao Hsin-Min Wang 8 3 0 27 Oct 2022
SepIt: Approaching a Single Channel Speech Separation Bound Shahar Lutati Eliya Nachmani Lior Wolf VLM 35 27 0 24 May 2022
Speech Separation Using an Asynchronous Fully Recurrent Convolutional Neural Network Xiaolin Hu Kai Li Weiyi Zhang Yi Luo Jean-Marie Lemercier Timo Gerkmann 44 47 0 04 Dec 2021
MetricGAN-U: Unsupervised speech enhancement/ dereverberation based only on noisy/ reverberated speech Szu-Wei Fu Cheng Yu Kuo-Hsuan Hung Mirco Ravanelli Yu Tsao 18 46 0 12 Oct 2021
Sandglasset: A Light Multi-Granularity Self-attentive Network For Time-Domain Speech Separation Max W. Y. Lam Jun Wang Dan Su Dong Yu AI4TS 67 49 0 01 Mar 2021
Effective Low-Cost Time-Domain Audio Separation Using Globally Attentive Locally Recurrent Networks Max W. Y. Lam Jun Wang Dan Su Dong Yu 27 26 0 13 Jan 2021
Dual-Path Transformer Network: Direct Context-Aware Modeling for End-to-End Monaural Speech Separation Jing-jing Chen Qi-rong Mao Dong Liu 54 279 0 28 Jul 2020
On Loss Functions for Supervised Monaural Time-Domain Speech Enhancement Morten Kolbæk Z. Tan S. H. Jensen Jesper Jensen AAML 50 124 0 03 Sep 2019
Deep Extractor Network for Target Speaker Recovery From Single Channel Speech Mixtures J. Wang Jie Chen Dan Su Lianwu Chen Meng Yu Y. Qian Dong Yu 29 90 0 24 Jul 2018
Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation Daniel Stoller Sebastian Ewert S. Dixon AI4TS 101 586 0 08 Jun 2018
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 948 20,214 0 17 Apr 2017