Channel-Attention Dense U-Net for Multichannel Speech Enhancement

30 January 2020

Papers citing "Channel-Attention Dense U-Net for Multichannel Speech Enhancement"

45 / 45 papers shown

Title
RelUNet: Relative Channel Fusion U-Net for Multichannel Speech Enhancement Ibrahim Aldarmaki Thamar Solorio Bhiksha Raj Hanan Aldarmaki 16 0 0 07 Oct 2024
MC-SEMamba: A Simple Multi-channel Extension of SEMamba Wen-Yuan Ting Wenze Ren Rong-Yu Chao Hsin-Yi Lin Yu Tsao Fan-Gang Zeng Mamba 37 0 0 26 Sep 2024
Leveraging Joint Spectral and Spatial Learning with MAMBA for Multichannel Speech Enhancement Wenze Ren Haibin Wu Yi-Cheng Lin Xuanjun Chen Rong-Yu Chao Kuo-Hsuan Hung You-Jin Li Wen-Yuan Ting Hsin-Min Wang Yu Tsao Mamba 39 0 0 16 Sep 2024
MFF-EINV2: Multi-scale Feature Fusion across Spectral-Spatial-Temporal Domains for Sound Event Localization and Detection Da Mu Zhicheng Zhang Haobo Yue 27 2 0 13 Jun 2024
A Phoneme-Scale Assessment of Multichannel Speech Enhancement Algorithms Nasser-Eddine Monir P. Magron Romain Serizel 19 0 0 24 Jan 2024
Decoupled Spatial and Temporal Processing for Resource Efficient Multichannel Speech Enhancement Ashutosh Pandey Buye Xu 40 1 0 15 Jan 2024
Attention-Driven Multichannel Speech Enhancement in Moving Sound Source Scenarios Yuzhu Wang A. Politis Tuomas Virtanen 20 3 0 17 Dec 2023
Refining DNN-based Mask Estimation using CGMM-based EM Algorithm for Multi-channel Noise Reduction Julitta Bartolewska Stanisław Kacprzak K. Kowalczyk 15 0 0 18 Sep 2023
Single-Channel Speech Enhancement with Deep Complex U-Networks and Probabilistic Latent Space Models E. J. Nustede Jörn Anemüller 19 3 0 04 Sep 2023
SpatialNet: Extensively Learning Spatial Information for Multichannel Joint Speech Separation, Denoising and Dereverberation Changsheng Quan Xiaofei Li 18 35 0 31 Jul 2023
Multi-channel Speech Separation Using Spatially Selective Deep Non-linear Filters Kristina Tesch Timo Gerkmann 24 16 0 24 Apr 2023
DeFT-AN: Dense Frequency-Time Attentive Network for Multichannel Speech Enhancement Dongheon Lee Jung-Woo Choi 19 25 0 15 Dec 2022
Injecting Spatial Information for Monaural Speech Enhancement via Knowledge Distillation Xinmeng Xu Weiping Tu Yuhong Yang 9 0 0 02 Dec 2022
Deep Neural Mel-Subband Beamformer for In-car Speech Separation Vinay Kothapally Yong-mei Xu Meng Yu Shizhong Zhang Dong Yu 25 10 0 22 Nov 2022
McNet: Fuse Multiple Cues for Multichannel Speech Enhancement Yujie Yang Changsheng Quan Xiaofei Li 29 21 0 16 Nov 2022
Spatially Selective Deep Non-linear Filters for Speaker Extraction Kristina Tesch Timo Gerkmann 24 17 0 04 Nov 2022
MFCCA:Multi-Frame Cross-Channel attention for multi-speaker ASR in Multi-party meeting scenario Fan Yu Shiliang Zhang Pengcheng Guo Yuhao Liang Zhihao Du Yuxiao Lin Linfu Xie 20 11 0 11 Oct 2022
Implicit Neural Spatial Filtering for Multichannel Source Separation in the Waveform Domain Dejan Marković Alexandre Défossez Alexander Richard 11 16 0 30 Jun 2022
Challenges and Opportunities in Multi-device Speech Processing G. Ciccarelli Jarred Barber A. Nair Israel Cohen Tao Zhang 25 5 0 27 Jun 2022
Insights Into Deep Non-linear Filters for Improved Multi-channel Speech Enhancement Kristina Tesch Timo Gerkmann 25 58 0 27 Jun 2022
On the Role of Spatial, Spectral, and Temporal Processing for DNN-based Non-linear Multi-channel Speech Enhancement Kristina Tesch Nils-Hendrik Mohrmann Timo Gerkmann 22 6 0 22 Jun 2022
Small Footprint Multi-channel ConvMixer for Keyword Spotting with Centroid Based Awareness Dianwen Ng Jing Pang Yanghua Xiao Biao Tian Qiang Fu E. Chng 17 2 0 11 Apr 2022
Towards Low-distortion Multi-channel Speech Enhancement: The ESPNet-SE Submission to The L3DAS22 Challenge Yen-Ju Lu Samuele Cornell Xuankai Chang Wangyou Zhang Chenda Li Zhaoheng Ni Zhong-Qiu Wang Shinji Watanabe 19 28 0 24 Feb 2022
A Training Framework for Stereo-Aware Speech Enhancement using Deep Neural Networks Bahareh Tolooshams K. Koishida 6 5 0 09 Dec 2021
NICE-Beam: Neural Integrated Covariance Estimators for Time-Varying Beamformers Jonah Casebeer Jacob Donley Daniel D. E. Wong Buye Xu Anurag Kumar 23 20 0 08 Dec 2021
Inter-channel Conv-TasNet for multichannel speech enhancement Dongheon Lee Seongrae Kim Jung-Woo Choi 8 12 0 08 Nov 2021
Multichannel Speech Enhancement without Beamforming Asutosh Pandey Buye Xu Anurag Kumar Jacob Donley P. Calamia DeLiang Wang 15 13 0 25 Oct 2021
Uncertainty-Guided Lung Nodule Segmentation with Feature-Aware Attention Robert J. Moss Lu Shen Mengke Zhang Qiuli Wang 11 16 0 24 Oct 2021
Time-domain Ad-hoc Array Speech Enhancement Using a Triple-path Network Ashutosh Pandey Buye Xu Anurag Kumar Jacob Donley P. Calamia DeLiang Wang 18 4 0 22 Oct 2021
TPARN: Triple-path Attentive Recurrent Network for Time-domain Multichannel Speech Enhancement Ashutosh Pandey Buye Xu Anurag Kumar Jacob Donley P. Calamia DeLiang Wang KELM 17 40 0 20 Oct 2021
One model to enhance them all: array geometry agnostic multi-channel personalized speech enhancement H. Taherian Sefik Emre Eskimez Takuya Yoshioka Huaming Wang Zhuo Chen Xuedong Huang 8 21 0 20 Oct 2021
Self-Attention Channel Combinator Frontend for End-to-End Multichannel Far-field Speech Recognition Rong Gong Carl Quillen D. Sharma Andrew Goderre José Laínez Ljubomir Milanović 24 13 0 10 Sep 2021
Microphone Array Generalization for Multichannel Narrowband Deep Speech Enhancement Siyuan Zhang Xiaofei Li 9 16 0 27 Jul 2021
Nonlinear Spatial Filtering in Multichannel Speech Enhancement Kristina Tesch Timo Gerkmann 11 19 0 22 Apr 2021
MIMO Self-attentive RNN Beamformer for Multi-speaker Speech Separation Xiyun Li Yong-mei Xu Meng Yu Shi-Xiong Zhang Jiaming Xu Bo Xu Dong Yu 14 14 0 17 Apr 2021
Real-time Streaming Wave-U-Net with Temporal Convolutions for Multichannel Speech Enhancement V. Kuzmin Fyodor Kravchenko Artem Sokolov J. Geng 18 2 0 05 Apr 2021
Multi-Channel Speech Enhancement using Graph Neural Networks Panagiotis Tzirakis Anurag Kumar Jacob Donley 8 36 0 13 Feb 2021
End-to-End Multi-Channel Transformer for Speech Recognition Feng-Ju Chang Martin H. Radfar Athanasios Mouchtaris Brian King Siegfried Kunzmann ViT 8 33 0 08 Feb 2021
Communication-Cost Aware Microphone Selection For Neural Speech Enhancement with Ad-hoc Microphone Arrays Jonah Casebeer Jamshed Kaikaus Paris Smaragdis 12 5 0 14 Nov 2020
Frequency Gating: Improved Convolutional Neural Networks for Speech Enhancement in the Time-Frequency Domain Koen Oostermeijer Qing Wang Jun Du 6 3 0 08 Nov 2020
PoCoNet: Better Speech Enhancement with Frequency-Positional Embeddings, Semi-Supervised Conversational Data, and Biased Loss Umut Isik Ritwik Giri Neerad Phansalkar J. Valin Karim Helwani A. Krishnaswamy 13 83 0 11 Aug 2020
Phase-aware Single-stage Speech Denoising and Dereverberation with U-Net Hyeong-Seok Choi Hoon Heo Jie Hwan Lee Kyogu Lee 30 19 0 01 Jun 2020
From Speech-to-Speech Translation to Automatic Dubbing Marcello Federico Robert Enyedi Roberto Barra-Chicote Ritwik Giri Umut Isik A. Krishnaswamy Hassan Sawaf 13 40 0 19 Jan 2020
Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation Daniel Stoller Sebastian Ewert S. Dixon AI4TS 104 588 0 08 Jun 2018
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 201 1,367 0 06 Jun 2016