General

Shen Xiaoyi

Master's Supervisor

Institute of Acoustics, Chinese Academy of Sciences

Email: shenxiaoyi@mail.ioa.ac.cn

Address:

Institute of Acoustics, Chinese Academy of Sciences

No. 21, West Beisihuan Road, Haidian District, Beijing, China

Postal Code: 100190

Research Areas

Adaptive Signal Processing ; Active Noise Control (ANC); Deep Learning


Education

  • 2018-07 – 2022-08   Ph.D.  Nanyang Technological University, Singapore
  • 2017-07 – 2018-05   Master’s degree  Nanyang Technological University, Singapore
  • 2009-09 – 2013-06   Bachelor’s degree  Chang’an University


Experience

   
Work Experience
  • 2022–2025   Postdoctoral Fellow,  Nanyang Technological University, Singapore
  • 2025–Present   Associate Professor,  Institute of Acoustics, Chinese Academy of Sciences


Publications

(1) Implementation of distributed multichannel active noise control with intermittent communication and coprocessor assisted data combination, Mechanical Systems and Signal Processing, 2026,

(2) A NOVAL MONTE CARLO GRADIENT METHOD BASED ON META-LEARNING FOR EFFECTIVE STEP-SIZE SELECTION IN ACTIVE NOISE CONTROL, ICASSP 2026 - 2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 

(3) Multi-channel adjoint least mean square algorithm with momentum factor applied on active noise control, MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2025, 

(4) Applying Model-Agnostic Meta-Learning with Iterative Dichotomiser 3 for Alternating-Switching Active Noise Control Systems, 2025 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2025,

(5) Data-Driven Method to Accelerate Convergence of Adaptive Hybrid Active Noise Control: Two-Stage Model-Agnostic Meta-Learning, IEEE SIGNAL PROCESSING LETTERS, 2025,

(6) Preventing output saturation in active noise control: An output-constrained Kalman filter approach, 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025, 

(7) Implementation of minimum output variance filtered reference least mean square algorithm with optimal time-varying penalty factor estimate to overcome output saturation, APPLIED ACOUSTICS, 2025,

(8) GFANC-Kalman: Generative Fixed-Filter Active Noise Control With CNN-Kalman Filtering, IEEE SIGNAL PROCESSING LETTERS, 2024, 

(9) What is behind the meta-learning initialization of adaptive filter? — A naive method for accelerating convergence of adaptive multichannel active noise control, NEURAL NETWORKS, 2024, 

(10) The principle underlying the wireless reference microphone enhancing noise reduction performance in multi-channel active noise control windows, MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2024,

(11) A Survey of Integrating Wireless Technology into Active Noise Control, INTERNOISE2024, 2024, 

(12) UNSUPERVISED LEARNING BASED END-TO-END DELAYLESS GENERATIVE FIXED-FILTER ACTIVE NOISE CONTROL, ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024, 

(13) A survey on adaptive active noise control algorithms overcoming the output saturation effect, SIGNAL PROCESSING, 2024, 

(14) A PRACTICAL DISTRIBUTED ACTIVE NOISE CONTROL ALGORITHM OVERCOMING COMMUNICATION RESTRICTIONS, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, 

(15) A MOMENTUM TWO-GRADIENT DIRECTION ALGORITHM WITH VARIABLE STEP SIZE APPLIED TO SOLVE PRACTICAL OUTPUT CONSTRAINT ISSUE FOR ACTIVE NOISE CONTROL, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, 

(16) Practical Active Noise Control: Restriction of Maximum Output Power, 2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2023, 

(17) Transferable Latent of CNN-Based Selective Fixed-Filter Active Noise Control, IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2023, 

(18) Computation-efficient solution for fully-connected active noise control window: Analysis and implementation of multichannel adjoint least mean square algorithm, MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2023,

(19) A Frequency-Domain Output-Constrained Active Noise Control Algorithm Based on an Intuitive Circulant Convolutional Penalty Factor, IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2023, 

(20) Multichannel two-gradient direction filtered reference least mean square algorithm for output-constrained multichannel active noise control, SIGNAL PROCESSING, 2023, 

(21) DEEP GENERATIVE FIXED-FILTER ACTIVE NOISE CONTROL, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023, 

(22) A HYBRID APPROACH TO COMBINE WIRELESS AND EARCUP MICROPHONES FOR ANC HEADPHONES WITH ERROR SEPARATION MODULE, 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, 

(23) Selective fixed-filter active noise control based on convolutional neural network, SIGNAL PROCESSING, 2022, 

(24) Adaptive-gain algorithm on the fixed filters applied for active noise control headphone, MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2022, 

(25) A Multi‑Channel Wireless Active Noise Control Headphone With Coherence‑Based Weight Determination Algorithm, Journal of Signal Processing Systems, 2022, 

(26) Implementations of wireless active noise control in the headrest, INTERNOISE2022, 2022,

(27) Optimal Penalty Factor for the MOV-FxLMS Algorithm in Active Noise Control System, IEEE SIGNAL PROCESSING LETTERS, 2022, 

(28) Multi-channel wireless hybrid active noise control with fixed-adaptive control selection, JOURNAL OF SOUND AND VIBRATION, 2022, 

(29) Adaptive-gain algorithm on the fixed filters applied for active noise control headphone, MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2022, 

(30) Implementation of Coherence-based-selection Multi-channel wireless Active Noise Control Headphone, INTERNOISE2021, 2021, 

(31) Alternative switching hybrid ANC, APPLIED ACOUSTICS, 2021, 

(32) A WIRELESS REFERENCE ACTIVE NOISE CONTROL HEADPHONE USING COHERENCE BASED SELECTION TECHNIQUE, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021, 

(33) Comb-partitioned frequency-domain constraint adaptive algorithm for active noise control, SIGNAL PROCESSING, 2021, 

(34) Optimal Output-Constrained Active Noise Control Based on Inverse Adaptive Modeling Leak Factor Estimate, IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2021,

Research Interests


  • Member of the Audio Engineering Branch, Acoustical Society of China
  • Guest Editor of Applied Science
  • Young Assistant Editor of Protection and Control of Modern Power Systems