Xiaodong Li

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 58

Top Topics

Statistical Analysis

Noise Suppression

Speech Enhancement

Sensor Networks

Top Venues

IEEE Signal Process. Lett.

Signal 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)
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)
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)
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)
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)
Andong Li, Wenzhe Liu, Chengshi Zheng, Xiaodong Li
Embedding and Beamforming: All-Neural Causal Beamformer for Multichannel Speech Enhancement. ICASSP (2022)
Andong Li, Chengshi Zheng, Ziyang Zhang, Xiaodong Li
MDNet: Learning Monaural Speech Enhancement from Deep Prior Gradient. CoRR (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)
Wenqiong Zhang, Jianfei Tong, Ming Bao, Xiao-Ping Zhang, Xiaodong Li
Wideband Multitarget Tracking Based on Dynamic Bayesian Network Learning in an Acoustic Sensor Array Network. IEEE Internet Things J. 9 (6) (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)
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, 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)
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)
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)
Wenqiong Zhang, Jun Zhang, Ming Bao, Xiao-Ping Zhang, Xiaodong Li
Multitarget Tracking Based on Dynamic Bayesian Network With Reparameterized Approximate Variational Inference. IEEE Internet Things J. 9 (13) (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)
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)
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
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)
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)
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)
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)
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)
Yuan Sun, Andreas T. Ernst, Xiaodong Li, Jake Weiner
Generalization of Machine Learning for Problem Reduction: A Case Study on Travelling Salesman Problems. 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)
Xiaoqing Hu, Ming Bao, Xiao-Ping (Steven) Zhang, Sha Wen, Xiaodong Li, Yu Hen Hu
Quantized Kalman Filter Tracking in Directional Sensor Networks. IEEE Trans. Mob. Comput. 17 (4) (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)
Wei Xie, Ming Bao, Xiaodong Li, Xiao-Ping Zhang
An improved wavelet based shock wave detector. ChinaSIP (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)
Jiawei Zhang, Ming Bao, Xiaodong Li
Wideband DOA estimation of frequency sparse sources with one receiver. MASS (2013)
Jiawei Zhang, Nan Hu, Ming Bao, Xiaodong Li, Wei He
Wideband DOA estimation based on block FOCUSS with limited samples. GlobalSIP (2013)
Shiwei Wang, Xiaohu Hu, Chengshi Zheng, Xiaodong Li
A modified power-level-difference-based noise reduction for dual-microphone headsets. ICICS (2013)
Xiaohu Hu, Shiwei Wang, Yi Zhou, Xiaodong Li, Chengshi Zheng
Robustness analysis of time-domain and frequency-domain adaptive null-forming schemes. ICICS (2011)
Dahang Feng, Ming Bao, Zhongfu Ye, Luyang Guan, Xiaodong Li
A novel wideband DOA estimator based on Khatri-Rao subspace approach. Signal Process. 91 (10) (2011)
Chengshi Zheng, Yi Zhou, Xiaohu Hu, Xiaodong Li
Two-channel post-filtering based on adaptive smoothing and noise properties. ICASSP (2011)
Chengshi Zheng, Yi Zhou, Xiaohu Hu, Xiaodong Li
Speech enhancement based on the structure of noise power spectral density. EUSIPCO (2010)
Ming Bao, Chengshi Zheng, Xiaodong Li, Jun Yang, Jing Tian
Acoustical Vehicle Detection Based on Bispectral Entropy. IEEE Signal Process. Lett. 16 (5) (2009)
Chengshi Zheng, Mingyuan Zhou, Xiaodong Li
On the relationship of non-parametric methods for coherence function estimation. Signal Process. 88 (11) (2008)
Ming Bao, Luyang Guan, Xiaodong Li, Jing Tian, Jun Yang
Feature Extraction Using Histogram Entropies of Euclidean Distances for Vehicle Classification. CIS (2006)