Guochen Yu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 33

Top Topics

Speech Enhancement

Estimation Algorithm

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Andong Li, Guochen Yu, Zhongweiyang Xu, Cunhang Fan, Xiaodong Li, Chengshi Zheng
TaBE: Decoupling spatial and spectral processing with Taylor's unfolding method in the beamspace domain for multi-channel speech enhancement. Inf. Fusion 101 (2024)
Guochen Yu, Runqiang Han, Chenglin Xu, Haoran Zhao, Nan Li, Chen Zhang, Xiguang Zheng, Chao Zhou, Qi Huang, Bing Yu
KS-Net: Multi-band joint speech restoration and enhancement network for 2024 ICASSP SSI Challenge. CoRR (2024)
Guochen Yu, Xiguang Zheng, Nan Li, Runqiang Han, Chengshi Zheng, Chen Zhang, Chao Zhou, Qi Huang, Bing Yu
BAE-Net: a Low Complexity and High Fidelity Bandwidth-Adaptive Neural Network for Speech Super-Resolution. ICASSP (2024)
Andong Li, Guochen Yu, Chengshi Zheng, Wenzhe Liu, Xiaodong Li
A General Unfolding Speech Enhancement Method Motivated by Taylor's Theorem. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Andong Li, Weixin Meng, Guochen Yu, Wenzhe Liu, Xiaodong Li, Chengshi Zheng
TaylorBeamixer: Learning Taylor-Inspired All-Neural Multi-Channel Speech Enhancement from Beam-Space Dictionary Perspective. INTERSPEECH (2023)
Yajun Zhang, Chaoyang Du, Yi Luo, Yang Liu, Guochen Yu, Tianshuang Qiu
Hybrid TOA/AOA Indoor Positioning Based on Sparse Reconstruction and Map Matching. VTC Fall (2023)
Guochen Yu, Xiguang Zheng, Nan Li, Runqiang Han, Chengshi Zheng, Chen Zhang, Chao Zhou, Qi Huang, Bing Yu
BAE-Net: A Low complexity and high fidelity Bandwidth-Adaptive neural network for speech super-resolution. CoRR (2023)
Guochen Yu, Yuansheng Guan, Weixin Meng, Chengshi Zheng, Hui Wang
DMF-Net: A decoupling-style multi-band fusion model for real-time full-band speech enhancement. CoRR (2022)
Xin Liu, Zhongyan Liu, Yuwei Zhao, Yang Liu, Guochen Yu, Shun Na
Low Complexity DOA Estimation Algorithms Based on Propagator for Massive MIMO Systems. ICCT (2022)
Guochen Yu, Andong Li, Wenzhe Liu, Chengshi Zheng, Yutian Wang, Hui Wang
Optimizing Shoulder to Shoulder: A Coordinated Sub-Band Fusion Model for Real-Time Full-Band Speech Enhancement. CoRR (2022)
Andong Li, Guochen Yu, Chengshi Zheng, Wenzhe Liu, Xiaodong Li
A General Deep Learning Speech Enhancement Framework Motivated by Taylor's Theorem. CoRR (2022)
Guochen Yu, Andong Li, Wenzhe Liu, Chengshi Zheng, Yutian Wang, Hui Wang
Optimizing Shoulder to Shoulder: A Coordinated Sub-Band Fusion Model for Full-Band Speech Enhancement. ISCSLP (2022)
Guochen Yu, Andong Li, Chengshi Zheng, Yinuo Guo, Yutian Wang, Hui Wang
Dual-Branch Attention-In-Attention Transformer for Single-Channel Speech Enhancement. ICASSP (2022)
Yuansheng Guan, Guochen Yu, Andong Li, Chengshi Zheng, Jie Wang
TMGAN-PLC: Audio Packet Loss Concealment using Temporal Memory Generative Adversarial Network. CoRR (2022)
Andong Li, Chengshi Zheng, Guochen Yu, Juanjuan Cai, Xiaodong Li
Filtering and Refining: A Collaborative-Style Framework for Single-Channel Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Yuansheng Guan, Guochen Yu, Andong Li, Chengshi Zheng, Jie Wang
TMGAN-PLC: Audio Packet Loss Concealment using Temporal Memory Generative Adversarial Network. INTERSPEECH (2022)
Andong Li, Guochen Yu, Chengshi Zheng, Xiaodong Li
TaylorBeamformer: Learning All-Neural Beamformer for Multi-Channel Speech Enhancement from Taylor's Approximation Theory. CoRR (2022)
Andong Li, Guochen Yu, Chengshi Zheng, Xiaodong Li
TaylorBeamformer: Learning All-Neural Beamformer for Multi-Channel Speech Enhancement from Taylor's Approximation Theory. INTERSPEECH (2022)
Guochen Yu, Andong Li, Yutian Wang, Yinuo Guo, Hui Wang, Chengshi Zheng
Joint Magnitude Estimation and Phase Recovery Using Cycle-In-Cycle GAN for Non-Parallel Speech Enhancement. ICASSP (2022)
Andong Li, Shan You, Guochen Yu, Chengshi Zheng, Xiaodong Li
Taylor, Can You Hear Me Now? A Taylor-Unfolding Framework for Monaural Speech Enhancement. CoRR (2022)
Guochen Yu, Andong Li, Hui Wang, Yutian Wang, Yuxuan Ke, Chengshi Zheng
DBT-Net: Dual-branch federative magnitude and phase estimation with attention-in-attention transformer for monaural speech enhancement. CoRR (2022)
Guochen Yu, Andong Li, Hui Wang, Yutian Wang, Yuxuan Ke, Chengshi Zheng
DBT-Net: Dual-Branch Federative Magnitude and Phase Estimation With Attention-in-Attention Transformer for Monaural Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Andong Li, Shan You, Guochen Yu, Chengshi Zheng, Xiaodong Li
Taylor, Can You Hear Me Now? A Taylor-Unfolding Framework for Monaural Speech Enhancement. IJCAI (2022)
Andong Li, Guochen Yu, Wenzhe Liu, Xiaodong Li, Chengshi Zheng
TaylorBeamixer: Learning Taylor-Inspired All-Neural Multi-Channel Speech Enhancement from Beam-Space Dictionary Perspective. CoRR (2022)
Guochen Yu, Yutian Wang, Hui Wang, Qin Zhang, Chengshi Zheng
A Two-stage Complex Network using Cycle-consistent Generative Adversarial Networks for Speech Enhancement. CoRR (2021)
Andong Li, Wenzhe Liu, Xiaoxue Luo, Guochen Yu, Chengshi Zheng, Xiaodong Li
A Simultaneous Denoising and Dereverberation Framework with Target Decoupling. CoRR (2021)
Andong Li, Wenzhe Liu, Xiaoxue Luo, Guochen Yu, Chengshi Zheng, Xiaodong Li
A Simultaneous Denoising and Dereverberation Framework with Target Decoupling. Interspeech (2021)
Guochen Yu, Yutian Wang, Hui Wang, Qin Zhang, Chengshi Zheng
A two-stage complex network using cycle-consistent generative adversarial networks for speech enhancement. Speech Commun. 134 (2021)
Guochen Yu, Andong Li, Yutian Wang, Yinuo Guo, Chengshi Zheng, Hui Wang
Joint magnitude estimation and phase recovery using Cyle-in-cycle GAN for non-parallel speech enhancement. CoRR (2021)
Guochen Yu, Yutian Wang, Chengshi Zheng, Hui Wang, Qin Zhang
CycleGAN-based Non-parallel Speech Enhancement with an Adaptive Attention-in-attention Mechanism. APSIPA ASC (2021)
Guochen Yu, Yutian Wang, Chengshi Zheng, Hui Wang, Qin Zhang
CycleGAN-based Non-parallel Speech Enhancement with an Adaptive Attention-in-attention Mechanism. CoRR (2021)
Guochen Yu, Andong Li, Yutian Wang, Yinuo Guo, Hui Wang, Chengshi Zheng
Dual-branch Attention-In-Attention Transformer for single-channel speech enhancement. CoRR (2021)
Yutian Wang, Guochen Yu, Jingling Wang, Hui Wang, Qin Zhang
Improved Relativistic Cycle-Consistent GAN With Dilated Residual Network and Multi-Attention for Speech Enhancement. IEEE Access 8 (2020)