Chengshi Zheng

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 93

Top Venues

CoRR

ICASSP

INTERSPEECH

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)
Cunhang Fan, Jun Xue, Jianhua Tao, Jiangyan Yi, Chenglong Wang, Chengshi Zheng, Zhao Lv
Spatial reconstructed local attention Res2Net with F0 subband for fake speech detection. Neural Networks 175 (2024)
Weixin Meng, Jian Li, Yuhai Ge, Xiaodong Li, Chengshi Zheng
Frame-wise speech extraction with recursive expectation maximization for partially deformable microphone arrays. Digit. Signal Process. 151 (2024)
Weixin Meng, Xiaoyu Li, Andong Li, Jian Li, Xiaodong Li, Chengshi Zheng
All Neural Kronecker Product Beamforming for Speech Extraction with Large-Scale Microphone Arrays. ICASSP (2024)
Yuhai Ge, Weixin Meng, Xiaodong Li, Chengshi Zheng
Geometry Calibration for Deformable Linear Microphone Arrays With Bézier Curve Fitting. IEEE Signal Process. Lett. 31 (2024)
Fengyuan Hao, Xiaodong Li, Chengshi Zheng
X-TF-GridNet: A time-frequency domain target speaker extraction network with adaptive speaker embedding fusion. Inf. Fusion 112 (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)
Fengyuan Hao, Xiaodong Li, Chengshi Zheng
End-to-end neural speaker diarization with an iterative adaptive attractor estimation. Neural Networks 166 (2023)
Jiayi Xu, Jian Li, Weixin Meng, Xiaodong Li, Chengshi Zheng
Low-complexity Broadband Beampattern Synthesis using Array Response Control. INTERSPEECH (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)
Rui Zhang, Ruijie Meng, Jinqiu Sang, Yi Hu, Xiaodong Li, Chengshi Zheng
Modelling individual head-related transfer function (HRTF) based on anthropometric parameters and generic HRTF amplitudes. CAAI Trans. Intell. Technol. 8 (2) (2023)
Cunhang Fan, Jun Xue, Jianhua Tao, Jiangyan Yi, Chenglong Wang, Chengshi Zheng, Zhao Lv
Spatial Reconstructed Local Attention Res2Net with F0 Subband for Fake Speech Detection. CoRR (2023)
Cunhang Fan, Hongmei Zhang, Andong Li, Wang Xiang, Chengshi Zheng, Zhao Lv, Xiaopei Wu
CompNet: Complementary network for single-channel speech enhancement. Neural Networks 168 (2023)
Zhe Han, Yuxuan Ke, Xiaodong Li, Chengshi Zheng
Parallel processing of distributed beamforming and multichannel linear prediction for speech denoising and deverberation in wireless acoustic sensor networks. EURASIP J. Audio Speech Music. Process. 2023 (1) (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)
Jun Chen, Yupeng Shi, Wenzhe Liu, Wei Rao, Shulin He, Andong Li, Yannan Wang, Zhiyong Wu, Shidong Shang, Chengshi Zheng
Gesper: A Unified Framework for General Speech Restoration. ICASSP (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)
Jun Xue, Cunhang Fan, Zhao Lv, Jianhua Tao, Jiangyan Yi, Chengshi Zheng, Zhengqi Wen, Minmin Yuan, Shegang Shao
Audio Deepfake Detection Based on a Combination of F0 Information and Real Plus Imaginary Spectrogram Features. DDAM@MM (2022)
Andong Li, Wenzhe Liu, Chengshi Zheng, Xiaodong Li
Embedding and Beamforming: All-Neural Causal Beamformer for Multichannel Speech Enhancement. ICASSP (2022)
Wenzhe Liu, Andong Li, Chengshi Zheng, Xiaodong Li
A Neural Beam Filter for Real-time Multi-channel Speech Enhancement. CoRR (2022)
Andong Li, Chengshi Zheng, Ziyang Zhang, Xiaodong Li
MDNet: Learning Monaural Speech Enhancement from Deep Prior Gradient. 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 Real-Time Full-Band Speech Enhancement. CoRR (2022)
Chengshi Zheng, Wenzhe Liu, Andong Li, Yuxuan Ke, Xiaodong Li
Low-latency Monaural Speech Enhancement with Deep Filter-bank Equalizer. 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)
Xiaoxue Luo, Chengshi Zheng, Andong Li, Yuxuan Ke, Xiaodong Li
Analysis of trade-offs between magnitude and phase estimation in loss functions for speech denoising and dereverberation. Speech Commun. 145 (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)
Jun Xue, Cunhang Fan, Zhao Lv, Jianhua Tao, Jiangyan Yi, Chengshi Zheng, Zhengqi Wen, Minmin Yuan, Shegang Shao
Audio Deepfake Detection Based on a Combination of F0 Information and Real Plus Imaginary Spectrogram Features. CoRR (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)
Wenzhe Liu, Andong Li, Xiao Wang, Minmin Yuan, Yi Chen, Chengshi Zheng, Xiaodong Li
A Neural Beamspace-Domain Filter for Real-Time Multi-Channel Speech Enhancement. Symmetry 14 (6) (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)
Wenzhe Liu, Andong Li, Chengshi Zheng, Xiaodong Li
A separation and interaction framework for causal multi-channel speech enhancement. Digit. Signal Process. 126 (2022)
Weixin Meng, Chengshi Zheng, Xiaodong Li
Fully Automatic Balance between Directivity Factor and White Noise Gain for Large-scale Microphone Arrays in Diffuse Noise Fields. INTERSPEECH (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)
Linjuan Cheng, Chengshi Zheng, Andong Li, Renhua Peng, Xiaodong Li
A deep complex network with multi-frame filtering for stereophonic acoustic echo cancellation. CoRR (2022)
Linjuan Cheng, Chengshi Zheng, Andong Li, Yuquan Wu, Renhua Peng, Xiaodong Li
A deep complex multi-frame filtering network for stereophonic acoustic echo cancellation. INTERSPEECH (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)
Xiaoxue Luo, Chengshi Zheng, Andong Li, Yuxuan Ke, Xiaodong Li
Bifurcation and Reunion: A Loss-Guided Two-Stage Approach for Monaural Speech Dereverberation. INTERSPEECH (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)
Xinwei Guo, Minmin Yuan, Yuxuan Ke, Chengshi Zheng, Xiaodong Li
Distributed node-specific block-diagonal LCMV beamforming in wireless acoustic sensor networks. Signal Process. 185 (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. CoRR (2021)
Weixin Meng, Chengshi Zheng, Xiaodong Li
A Robust Maximum Likelihood Distortionless Response Beamformer based on a Complex Generalized Gaussian Distribution. APSIPA ASC (2021)
Wenzhe Liu, Andong Li, Yuxuan Ke, Chengshi Zheng, Xiaodong Li
Know Your Enemy, Know Yourself: A Unified Two-Stage Framework for Speech Enhancement. Interspeech (2021)
Andong Li, Chengshi Zheng, Lu Zhang, Xiaodong Li
Learning to Inference with Early Exit in the Progressive Speech Enhancement. EUSIPCO (2021)
Andong Li, Chengshi Zheng, Lu Zhang, Xiaodong Li
Glance and Gaze: A Collaborative Learning Framework for Single-channel 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)
Weixin Meng, Yuxuan Ke, Jian Li, Chengshi Zheng, Xiaodong Li
Corrigendum to 'Finite data performance analysis of one-bit MVDR and phase-only MVDR' [Signal Processing 183 (2021) Article 108018]. Signal Process. 184 (2021)
Andong Li, Wenzhe Liu, Xiaoxue Luo, Chengshi Zheng, Xiaodong Li
ICASSP 2021 Deep Noise Suppression Challenge: Decoupling Magnitude and Phase Optimization with a Two-Stage Deep Network. CoRR (2021)
Renhua Peng, Linjuan Cheng, Chengshi Zheng, Xiaodong Li
ICASSP 2021 Acoustic Echo Cancellation Challenge: Integrated Adaptive Echo Cancellation with Time Alignment and Deep Learning-Based Residual Echo Plus Noise Suppression. ICASSP (2021)
Andong Li, Wenzhe Liu, Xiaoxue Luo, Chengshi Zheng, Xiaodong Li
ICASSP 2021 Deep Noise Suppression Challenge: Decoupling Magnitude and Phase Optimization with a Two-Stage Deep Network. ICASSP (2021)
Andong Li, Chengshi Zheng, Lu Zhang, Xiaodong Li
Learning to Inference with Early Exit in the Progressive Speech Enhancement. CoRR (2021)
Weixin Meng, Yuxuan Ke, Jian Li, Chengshi Zheng, Xiaodong Li
Finite data performance analysis of one-bit MVDR and phase-only MVDR. Signal Process. 183 (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)
Kaitong Zheng, Ruijie Meng, Chengshi Zheng, Xiaodong Li, Jinqiu Sang, JuanJuan Cai, Jie Wang
EmotionBox: a music-element-driven emotional music generation system using Recurrent Neural Network. CoRR (2021)
Yuxuan Ke, Andong Li, Chengshi Zheng, Renhua Peng, Xiaodong Li
Low-complexity artificial noise suppression methods for deep learning-based speech enhancement algorithms. EURASIP J. Audio Speech Music. Process. 2021 (1) (2021)
Andong Li, Wenzhe Liu, Chengshi Zheng, Xiaodong Li
Embedding and Beamforming: All-neural Causal Beamformer for Multichannel Speech Enhancement. CoRR (2021)
Fangkun Liu, Hui Wang, Renhua Peng, Chengshi Zheng, Xiaodong Li
-VC: one-shot voice conversion using two-level nested U-structure. EURASIP J. Audio Speech Music. Process. 2021 (1) (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)
Kaitong Zheng, Chengshi Zheng, Jinqiu Sang, Yulong Zhang, Xiaodong Li
Noise-robust blind reverberation time estimation using noise-aware time-frequency masking. 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)
Andong Li, Wenzhe Liu, Chengshi Zheng, Cunhang Fan, Xiaodong Li
Two Heads are Better Than One: A Two-Stage Complex Spectral Mapping Approach for Monaural Speech Enhancement. IEEE ACM Trans. Audio Speech Lang. Process. 29 (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)
Renhua Peng, Linjuan Cheng, Chengshi Zheng, Xiaodong Li
Acoustic Echo Cancellation Using Deep Complex Neural Network with Nonlinear Magnitude Compression and Phase Information. Interspeech (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)
Andong Li, Chengshi Zheng, Linjuan Cheng, Renhua Peng, Xiaodong Li
A Time-domain Monaural Speech Enhancement with Recursive Learning. CoRR (2020)
Andong Li, Chengshi Zheng, Cunhang Fan, Renhua Peng, Xiaodong Li
A Recursive Network with Dynamic Attention for Monaural Speech Enhancement. INTERSPEECH (2020)
Jiance Ding, Jian Li, Chengshi Zheng, Xiaodong Li
Wideband sparse Bayesian learning for off-grid binaural sound source localization. Signal Process. 166 (2020)
Andong Li, Chengshi Zheng, Linjuan Cheng, Renhua Peng, Xiaodong Li
A Time-domain Monaural Speech Enhancement with Feedback Learning. APSIPA (2020)
Andong Li, Chengshi Zheng, Renhua Peng, Xiaodong Li
Two Heads Are Better Than One: A Two-Stage Approach for Monaural Noise Reduction in the Complex Domain. CoRR (2020)
Andong Li, Chengshi Zheng, Cunhang Fan, Renhua Peng, Xiaodong Li
A Recursive Network with Dynamic Attention for Monaural Speech Enhancement. CoRR (2020)
Xinwei Guo, Minmin Yuan, Chengshi Zheng, Xiaodong Li
Distributed Node-Specific Block-Diagonal LCMV Beamforming in Wireless Acoustic Sensor Networks. CoRR (2020)
Andong Li, Chengshi Zheng, Renhua Peng, Cunhang Fan, Xiaodong Li
Dynamic Attention Based Generative Adversarial Network with Phase Post-Processing for Speech Enhancement. CoRR (2020)
Andong Li, Chengshi Zheng, Renhua Peng, Linjuan Cheng, Xiaodong Li
The IOA System for Deep Noise Suppression Challenge using a Framework Combining Dynamic Attention and Recursive Learning. CoRR (2020)
Andong Li, Chengshi Zheng, Xiaodong Li
Convolutional Recurrent Neural Network Based Progressive Learning for Monaural Speech Enhancement. CoRR (2019)
Andong Li, Chengshi Zheng, Xiaodong Li
A Supervised Speech enhancement Approach with Residual Noise Control for Voice Communication. CoRR (2019)
Renhua Peng, Zheng-Hua Tan, Xiaodong Li, Chengshi Zheng
A perceptually motivated LP residual estimator in noisy and reverberant environments. Speech Commun. 96 (2018)
Renhua Peng, Binbin Xu, Guoteng Li, Chengshi Zheng, Xiaodong Li
Long-range speech acquirement and enhancement with dual-point laser Doppler vibrometers. DSL (2018)
Jian Li, Jiance Ding, Chengshi Zheng, Xiaodong Li
An efficient and robust speech dereverberation method using spherical microphone array. DSL (2018)
Chengshi Zheng, Antoine Deleforge, Xiaodong Li, Walter Kellermann
Statistical Analysis of the Multichannel Wiener Filter Using a Bivariate Normal Distribution for Sample Covariance Matrices. IEEE ACM Trans. Audio Speech Lang. Process. 26 (5) (2018)
Yuxuan Ke, Chengshi Zheng, Renhua Peng, Xiaodong Li
Robust Adaptive Beamforming Using Noise Reduction Preprocessing-Based Fully Automatic Diagonal Loading and Steering Vector Estimation. IEEE Access 5 (2017)
Chengshi Zheng, Christian Hofmann, Xiaodong Li, Walter Kellermann
Analysis of Additional Stable Gain by Frequency Shifting for Acoustic Feedback Suppression using Statistical Room Acoustics. IEEE Signal Process. Lett. 23 (1) (2016)
Chengshi Zheng, Xiaodong Li, Andreas Schwarz, Walter Kellermann
Statistical analysis and improvement of coherent-to-diffuse power ratio estimators for dereverberation. IWAENC (2016)
Chengshi Zheng, Andreas Schwarz, Walter Kellermann, Xiaodong Li
Binaural coherent-to-diffuse-ratio estimation for dereverberation using an ITD model. EUSIPCO (2015)
Chengshi Zheng, Andreas Schwarz, Walter Kellermann, Xiaodong Li
Binaural coherent-to-diffuse-ratio estimation for dereverberation using an ITD model. CoRR (2015)
Renhua Peng, Chengshi Zheng, Xiaodong Li
Bandwidth extension for speech acquired by laser Doppler vibrometer with an auxiliary microphone. ICICS (2015)
Chengshi Zheng, Renhua Peng, Jian Li, Xiaodong Li
A Constrained MMSE LP Residual Estimator for Speech Dereverberation in Noisy Environments. IEEE Signal Process. Lett. 21 (12) (2014)
Chengshi Zheng, Yuxuan Ke, Renhua Peng, Xiaodong Li, Yi Zhou
Statistical analysis of temporal coherence function and its application in howling detection. DSP (2014)
Chengshi Zheng, Hefei Yang, Xiaodong Li
On Generalized Auto-Spectral Coherence Function and Its Applications to Signal Detection. IEEE Signal Process. Lett. 21 (5) (2014)
Chengshi Zheng, Hao Liu, Renhua Peng, Xiaodong Li
A Statistical Analysis of Two-Channel Post-Filter Estimators in Isotropic Noise Fields. IEEE Trans. Speech Audio Process. 21 (2) (2013)
Shiwei Wang, Xiaohu Hu, Chengshi Zheng, Xiaodong Li
A modified power-level-difference-based noise reduction for dual-microphone headsets. ICICS (2013)
Chengshi Zheng
On second-order statistics of log-periodogram and cepstral coefficients for processes with mixed spectra. Signal Process. 92 (10) (2012)
Jinqiu Sang, Hongmei Hu, Chengshi Zheng, Guoping Li, Mark E. Lutman, Stefan Bleeck
Evaluation of a sparse coding shrinkage algorithm in normal hearing and hearing impaired listeners. EUSIPCO (2012)

Chengshi Zheng.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Chengshi Zheng