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Deep Filtering: Signal Extraction and Reconstruction Using Complex Time-Frequency Filters

17 April 2019

Papers citing "Deep Filtering: Signal Extraction and Reconstruction Using Complex Time-Frequency Filters"

41 / 41 papers shown

Title
TF-CorrNet: Leveraging Spatial Correlation for Continuous Speech SeparationIEEE Signal Processing Letters (IEEE SPL), 2025 Ui-Hyeop Shin Bon Hyeok Ku Hyung-Min Park 76 2 0 20 Sep 2025
$IS${}^3$ : Generic Impulsive--Stationary Sound Separation in Acoustic Scenes using Deep Filtering$ IS ${}^3$ : Generic Impulsive--Stationary Sound Separation in Acoustic Scenes using Deep Filtering Clémentine Berger Paraskevas Stamatiadis Roland Badeau S. Essid 116 0 0 01 Sep 2025
Neural Kalman Filters for Acoustic Echo CancellationIEEE Signal Processing Magazine (IEEE Signal Process. Mag.), 2024 Ernst Seidel Gerald Enzner Pejman Mowlaee Tim Fingscheidt 153 4 0 22 Jan 2025
Ultra-Low Latency Speech Enhancement - A Comprehensive StudyIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Haibin Wu Sebastian Braun 245 2 0 16 Sep 2024
Comparative Analysis Of Discriminative Deep Learning-Based Noise Reduction Methods In Low SNR ScenariosInternational Workshop on Acoustic Signal Enhancement (IWAENC), 2024 Shrishti Saha Shetu Emanuël A. P. Habets Andreas Brendel 142 6 0 26 Aug 2024
ConcateNet: Dialogue Separation Using Local And Global Feature ConcatenationInternational Workshop on Acoustic Signal Enhancement (IWAENC), 2024 Mhd Modar Halimeh Matteo Torcoli Emanuel Habets 143 0 0 16 Aug 2024
On a time-frequency blurring operator with applications in data augmentation Simon Halvdansson ViT 131 1 0 21 May 2024
Ultra Low Complexity Deep Learning Based Noise SuppressionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Shrishti Saha Shetu Soumitro Chakrabarty Oliver Thiergart E. Mabande 181 18 0 13 Dec 2023
Continuous Modeling of the Denoising Process for Speech Enhancement Based on Deep Learning Zilu Guo Jun Du Chin-Hui Lee 259 0 0 17 Sep 2023
SpatialCodec: Neural Spatial Speech CodingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Zhongweiyang Xu Yong-mei Xu Vinay Kothapally Heming Wang Muqiao Yang Dong Yu 118 1 0 14 Sep 2023
Dual-path Transformer Based Neural Beamformer for Target Speech Extraction Aoqi Guo Sichong Qian Baoxiang Li Dazhi Gao 216 3 0 30 Aug 2023
DeepVQE: Real Time Deep Voice Quality Enhancement for Joint Acoustic Echo Cancellation, Noise Suppression and DereverberationInterspeech (Interspeech), 2023 Evgenii Indenbom Nicolae-Cătălin Ristea Ando Saabas Tanel Pärnamaa Jegor Guzvin Ross Cutler 138 22 0 05 Jun 2023
Harmonic enhancement using learnable comb filter for light-weight full-band speech enhancement modelInterspeech (Interspeech), 2023 Xiaohuai Le Tong Lei Li Chen Yiqing Guo Chao-Peng He ... Hua-Jing Gao Yijian Xiao Piao Ding Shenyi Song Jing Lu 158 5 0 01 Jun 2023
DeepFilterNet: Perceptually Motivated Real-Time Speech EnhancementInterspeech (Interspeech), 2023 Hendrik Schröter T. Rosenkranz Alberto N. Escalante Andreas Maier 206 39 0 14 May 2023
Hybrid AHS: A Hybrid of Kalman Filter and Deep Learning for Acoustic Howling SuppressionInterspeech (Interspeech), 2023 Huatian Zhang Meng Yu Yuzhong Wu Tao Yu Dong Yu 109 5 0 04 May 2023
Deep Learning for Joint Acoustic Echo and Acoustic Howling Suppression in Hybrid MeetingsAutomatic Speech Recognition & Understanding (ASRU), 2023 Huatian Zhang Meng Yu Dong Yu 145 2 0 02 May 2023
Towards Real-Time Single-Channel Speech Separation in Noisy and Reverberant EnvironmentsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Julian Neri Sebastian Braun 179 4 0 14 Mar 2023
Extending DNN-based Multiplicative Masking to Deep Subband Filtering for Improved DereverberationInterspeech (Interspeech), 2023 Jean-Marie Lemercier Julian Tobergte Timo Gerkmann 255 2 0 01 Mar 2023
Deep AHS: A Deep Learning Approach to Acoustic Howling SuppressionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Huatian Zhang Meng Yu Dong Yu 169 13 0 18 Feb 2023
NeuralKalman: A Learnable Kalman Filter for Acoustic Echo CancellationAutomatic Speech Recognition & Understanding (ASRU), 2023 Yixuan Zhang Meng Yu Huatian Zhang Dong Yu DeLiang Wang 294 9 0 29 Jan 2023
THLNet: two-stage heterogeneous lightweight network for monaural speech enhancement Feng Dang Qi Hu Pengyuan Zhang 208 3 0 19 Jan 2023
Deep Neural Mel-Subband Beamformer for In-car Speech SeparationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Vinay Kothapally Yong-mei Xu Meng Yu Shizhong Zhang Dong Yu 139 13 0 22 Nov 2022
Hierarchical speaker representation for target speaker extractionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Shulin He Huaiwen Zhang Wei Rao Kanghao Zhang Yukai Ju Yang-Rui Yang Xueliang Zhang 207 14 0 28 Oct 2022
Model-matching Principle Applied to the Design of an Array-based All-neural Binaural Rendering System for Audio TelepresenceIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Yicheng Hsu Cheng-Hung Ma M. Bai 133 6 0 20 Oct 2022
MIMO-DoAnet: Multi-channel Input and Multiple Outputs DoA Network with Unknown Number of Sound SourcesInterspeech (Interspeech), 2022 Haoran Yin Meng Ge Yanjie Fu Gaoyan Zhang Longbiao Wang Lei Zhang Lin Qiu Jianwu Dang 134 7 0 15 Jul 2022
NeuralEcho: A Self-Attentive Recurrent Neural Network For Unified Acoustic Echo Suppression And Speech Enhancement Meng Yu Yong-mei Xu Chunlei Zhang Shizhong Zhang Dong Yu 152 11 0 20 May 2022
Deep Multi-Frame MVDR Filtering for Binaural Noise ReductionInternational Workshop on Acoustic Signal Enhancement (IWAENC), 2022 Marvin Tammen Simon Doclo 116 13 0 18 May 2022
Task splitting for DNN-based acoustic echo and noise removalInternational Workshop on Acoustic Signal Enhancement (IWAENC), 2022 Sebastian Braun Maria Luis Valero 147 19 0 13 May 2022
DeepFilterNet2: Towards Real-Time Speech Enhancement on Embedded Devices for Full-Band AudioInternational Workshop on Acoustic Signal Enhancement (IWAENC), 2022 Hendrik Schröter Alberto N. Escalante T. Rosenkranz Andreas Maier 215 87 0 11 May 2022
DMF-Net: A decoupling-style multi-band fusion model for full-band speech enhancementAsia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2022 Guochen Yu Yuansheng Guan Weixin Meng C. Zheng Haibo Wang 322 2 0 01 Mar 2022
Joint Neural AEC and Beamforming with Double-Talk Detection Vinay Kothapally Yong-mei Xu Meng Yu Shizhong Zhang Dong Yu 206 5 0 09 Nov 2021
DeepFilterNet: A Low Complexity Speech Enhancement Framework for Full-Band Audio based on Deep FilteringIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Hendrik Schröter Alberto N. Escalante T. Rosenkranz Andreas Maier 261 115 0 11 Oct 2021
A Simultaneous Denoising and Dereverberation Framework with Target Decoupling Andong Li Wenzhe Liu Xiaoxue Luo Guochen Yu C. Zheng Xiaodong Li 162 64 0 24 Jun 2021
A Hands-on Comparison of DNNs for Dialog Separation Using Transfer Learning from Music Source Separation Martin Strauss Jouni Paulus Matteo Torcoli B. Edler 153 9 0 16 Jun 2021
DCCRN+: Channel-wise Subband DCCRN with SNR Estimation for Speech Enhancement Shubo Lv Yanxin Hu Shimin Zhang Lei Xie 179 106 0 16 Jun 2021
F-T-LSTM based Complex Network for Joint Acoustic Echo Cancellation and Speech EnhancementInterspeech (Interspeech), 2021 Shimin Zhang Yuxiang Kong Shubo Lv Yanxin Hu Lei Xie 144 50 0 14 Jun 2021
MIMO Self-attentive RNN Beamformer for Multi-speaker Speech SeparationInterspeech (Interspeech), 2021 Xiyun Li Yong-mei Xu Meng Yu Shi-Xiong Zhang Jiaming Xu Bo Xu Dong Yu 114 14 0 17 Apr 2021
Generalized Spatio-Temporal RNN Beamformer for Target Speech Separation Yong-mei Xu Z. Zhang Meng Yu Shi-Xiong Zhang Dong Yu 168 1 0 04 Jan 2021
Multi-channel Multi-frame ADL-MVDR for Target Speech SeparationIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2020 Z. Zhang Yong-mei Xu Meng Yu Shi-Xiong Zhang Lianwu Chen Donald Williamson Dong Yu 148 33 0 24 Dec 2020
CLC: Complex Linear Coding for the DNS 2020 Challenge Hendrik Schröter T. Rosenkranz Alberto N. Escalante Andreas Maier 155 3 0 23 Jun 2020
ConcealNet: An End-to-end Neural Network for Packet Loss Concealment in Deep Speech Emotion Recognition Mostafa M. Mohamed Björn W. Schuller 117 20 0 15 May 2020