A Separation and Interaction Framework for Causal Multi-channel Speech Enhancement
Wenzhe Liu, Andong Li, Yuxuan Ke, Chengshi Zheng, Xiaodong Li
Digital Signal Processing (Elsevier), 2022

Embedding and Beamforming: All-neural Causal Beamformer for Multichannel Speech Enhancement
Andong Li, Wenzhe Liu, Chengshi Zheng, Xiaodong Li
in IEEE International Conference on Acoustics, Speech, & Signal Processing (ICASSP2022)

Joint Magnitude Estimation and Phase Recovery Using Cycle-in-Cycle GAN for Non-Parallel Speech Enhancement
Guochen Yu, Andong Li, Yutian Wang, Chengshi Zheng, Hui Wang, Qin Zhang
in IEEE International Conference on Acoustics, Speech, & Signal Processing (ICASSP2022)

Dual-Branch Attention-in-Attention Transformer for Speech Enhancement
Guochen Yu, Andong Li, Yinuo Guo, Yutian Wang, Chengshi Zheng, Hui Wang
in IEEE International Conference on Acoustics, Speech, & Signal Processing (ICASSP2022)

Glance and Gaze: A Collaborative Learning Framework for Single-channel Speech Enhancement
Andong Li, Chengshi Zheng, Lu Zhang, Xiaodong Li
Applied Acoustics (AA), 2022

MT-in-MS: Incorporating multi-target in an efficient multi-stage speech enhancement model for better generalization
Lu Zhang, Mingjiang Wang, Andong Li, Xuyi Zhuang, Zehua Zhang
in Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA2021)

Deep Learning-based Stereophonic Acoustic Echo Suppression without Decorrelation
Linjuan Cheng, Renhua Peng, Andong Li, Chengshi Zheng, Xiaodong Li
Journal of the Acoustical Society of America (JASA)

A Simultaneous Denoising and Dereverberation Framework with Target Decoupling
Andong Li, Wenzhe Liu, Xiaoxue Luo, Guochen Yu, Chengshi Zheng, Xiaodong Li
in Annual Conference of the International Speech Communication Association (Interspeech2021)

Know Your Enemy, Know Yourself: A Unified Two-Stage Framework for Speech Enhancement
Wenzhe Liu, Andong Li, Yuxuan Ke, Chengshi Zheng, Xiaodong Li
in Annual Conference of the International Speech Communication Association (Interspeech2021)

Two Heads Are Better than One: A Two-Stage Complex Spectral Mapping Approach for Monaural Speech Enhancement
Andong Li, Wenzhe Liu, Chengshi Zheng, Cunhang Fan, Xiaodong Li
IEEE/ACM Transactions on Audio, Speech, and Language Processing (IEEE/ACM TASLP)

Learning to Inference with Early Exit in the Progressive Speech Enhancement
Andong Li, Chengshi Zheng, Lu Zhang, Xiaodong Li
in European Signal Processing Conference (EUSIPCO2021)

ICASSP 2021 Deep Noise Suppression Challenge: Decoupling Magnitude and Phase Optimization with A Two-Stage Deep Network
Andong Li, Wenzhe Liu, Xiaoxue Luo, Chengshi Zheng, Xiaodong Li
in IEEE International Conference on Acoustics, Speech, & Signal Processing (ICASSP2021)

Low-Complexity Artificial Noise Suppression Methods for Deep Learning-based Speech Enhancement Algorithms
Yuxuan Ke, Andong Li, Chengshi Zheng, Renhua Peng, Xiaodong Li
EURASIP Journal on Audio, Speech, and Music Processing, 2021

On the importance of power compression and phase estimation in monaural speech dereveberation
Andong Li, Chengshi Zheng, Renhua Peng, Xiaodong Li
Journal of the Acoustical Society of America, Express Letters (JASA EL), 2021

A Recursive Network with Dynamic Attention for Monaural Speech Enhancement
Andong Li, Chengshi Zheng, Cunhang Fan, Renhua Peng, Xiaodong Li
in Annual Conference of the International Speech Communication Association (Interspeech2020)
[Link]

A Time-domain Monaural Speech Enhancement with Feedback Learning
Andong Li, Chengshi Zheng, Linjuan Cheng, Renhua Peng, Xiaodong Li
in Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA2020)
[Link]

Speech enhancement using progressive learning-based convolutional recurrent neural network
Andong Li, Mingmin Yuan, Chengshi Zheng, Xiaodong Li
in Applied Acoustics (AA), 2020
[Link]

A Supervised Speech Enhancement Approach with Residual Noise Control for Voice Communication
Andong Li, Renhua Peng, Chengshi Zheng, Xiaodong Li
in Applied Sciences(AS), 2020
[Link]

TaylorBeamformer: Learning All-Neural Multi-Channel Speech Enhancement from Taylor's Approximation Theory
Andong Li, Guochen Yu, Chengshi Zheng, Xiaodong Li
Submitted to Interspeech2022

MDNet: Learning Monaural Speech Enhancement from Deep Prior Gradient
Andong Li, Chengshi Zheng, Ziyang Zhang, Xiaodong Li
Submitted to Interspeech2022

DBT-Net: Dual-branch federative magnitude and phase estimation with attention-in-attention transformer for monaural speech enhancement
Guochen Yu, Andong Li, Hui Wang, Yutian Wang, Yuxuan Ke, Chengshi Zheng
Submitted to IEEE/ACM Transactions on Audio, Speech, and Language Processing (IEEE/ACM TASLP)

Low-latency monaural speech enhancement with deep filter-bank equalizer
Chengshi Zheng, Wenzhe Liu, Andong Li, Xiaodong Li
Submitted to Journal of the Acoustical Society of America (JASA)

Learning to Glance and Gaze for Speech Enhancement With a Collaborative-Style Framework
Andong Li, Guochen Yu, Chengshi Zheng, Xiaodong Li
Submitted to IEEE/ACM Transactions on Audio, Speech, and Language Processing (IEEE/ACM TASLP)

A Neural Beam Filter for Real-Time Multi-Channel Speech Enhancement
Wenzhe Liu, Andong Li, Chengshi Zheng, Xiaodong Li

Two Heads Are Better than One: A Two-Stage Approach for Monaural Noise Reduction in the Complex Domain
Andong Li, Chengshi Zheng, Renhua Peng, Xiaodong Li
[Arxiv]

The IOA System for Deep Noise Suppression Challenge using a Framework Combining Dynamic Attention and Recursive Learning
Andong Li, Chengshi Zheng, Renhua Peng, Linjuan Cheng, Xiaodong Li [Arxiv]

Dynamic Attention Based Generative Adversarial Network with Phase Post-Processing for Speech Enhancement
Andong Li, Chengshi Zheng, Renhua Peng, Cunhang Fan, Xiaodong Li
[Arxiv]

Reviewer for Conferences:
ACM International Conference on Multimedia (ACMMM, 2021/2022)
International Conference on Learning Representations (ICLR, 2021)

Reviewer for Journals:
IEEE Signal Processing Letters (SPL)
IEEE/ACM Transactions on Audio, Speech, and Language processing (TASLP)
Neural Networks (NN)
Pattern Recognition (PR)

[2021/03] Champion of Interspeech 2021 Deep Noise Suppression (DNS) Challenge in 1st track. Check the website
[2020/11] National scholarship
[2020/10] Champion of ICASSP 2021 Deep Noise Suppression (DNS) Challenge in 1st track. Check the website
[2020/10] Pacemaker to Merit Student, IACAS
[2020/05] 8th of INTERSPEECH 2020 Deep Noise Suppression in the Real-time Track. Check the website
[2018/12] National Mathematical Modeling Contest for Postgraduates, Second Price
[2016/06] National Encouragement scholarship, Southeast University