Dongyuan Shi

About Dongyuan Shi

Dongyuan Shi, With an exceptional h-index of 21 and a recent h-index of 19 (since 2020), a distinguished researcher at Nanyang Technological University, specializes in the field of Active Noise Control, Signal Processing, Adaptive Filter, Machine Learning, Deep Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

What is behind the meta-learning initialization of adaptive filter?—A naive method for accelerating convergence of adaptive multichannel active noise control

Unsupervised learning based end-to-end delayless generative fixed-filter active noise control

Description on IEEE ICME 2024 Grand Challenge: Semi-supervised Acoustic Scene Classification under Domain Shift

Sub-band and Full-band Interactive U-Net with DPRNN for Demixing Cross-talk Stereo Music

Real-time implementation and explainable AI analysis of delayless CNN-based selective fixed-filter active noise control

The principle underlying the wireless reference microphone enhancing noise reduction performance in multi-channel active noise control windows

A frequency-domain output-constrained active noise control algorithm based on an intuitive circulant convolutional penalty factor

Real-time modelling of observation filter in the remote microphone technique for an active noise control application

Dongyuan Shi Information

University

Position

Research Fellow

Citations(all)

1294

Citations(since 2020)

1227

Cited By

257

hIndex(all)

21

hIndex(since 2020)

19

i10Index(all)

45

i10Index(since 2020)

43

Email

University Profile Page

Google Scholar

Dongyuan Shi Skills & Research Interests

Active Noise Control

Signal Processing

Adaptive Filter

Machine Learning

Deep Learning

Top articles of Dongyuan Shi

Title

Journal

Author(s)

Publication Date

What is behind the meta-learning initialization of adaptive filter?—A naive method for accelerating convergence of adaptive multichannel active noise control

Neural Networks

Dongyuan Shi

Woon-seng Gan

Xiaoyi Shen

Zhengding Luo

Junwei Ji

2024/4/1

Unsupervised learning based end-to-end delayless generative fixed-filter active noise control

arXiv preprint arXiv:2402.09460

Zhengding Luo

Dongyuan Shi

Xiaoyi Shen

Woon-Seng Gan

2024/2/8

Description on IEEE ICME 2024 Grand Challenge: Semi-supervised Acoustic Scene Classification under Domain Shift

arXiv preprint arXiv:2402.02694

Jisheng Bai

Mou Wang

Haohe Liu

Han Yin

Yafei Jia

...

2024/2/5

Sub-band and Full-band Interactive U-Net with DPRNN for Demixing Cross-talk Stereo Music

arXiv preprint arXiv:2401.08678

Han Yin

Mou Wang

Jisheng Bai

Dongyuan Shi

Woon-Seng Gan

...

2024/1/11

Real-time implementation and explainable AI analysis of delayless CNN-based selective fixed-filter active noise control

Mechanical Systems and Signal Processing

Zhengding Luo

Dongyuan Shi

Junwei Ji

Xiaoyi Shen

Woon-Seng Gan

2024/5/15

The principle underlying the wireless reference microphone enhancing noise reduction performance in multi-channel active noise control windows

Mechanical Systems and Signal Processing

Xiaoyi Shen

Junwei Ji

Dongyuan Shi

Zhengding Luo

Woon-Seng Gan

2024/4/15

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

Dongyuan Shi

Woon-Seng Gan

Bhan Lam

Xiaoyi Shen

2023/3/31

Real-time modelling of observation filter in the remote microphone technique for an active noise control application

Chung Kwan Lai

Bhan Lam

Dongyuan Shi

Woon-Seng Gan

2023/6/4

A computation-efficient online secondary path modeling technique for modified fxlms algorithm

INTER-NOISE and NOISE-CON Congress and Conference Proceedings

Junwei Ji

Dongyuan Shi

Woon-Seng Gan

Xiaoyi Shen

Zhengding Luo

2023/11/30

Audiolog: Llms-powered long audio logging with acoustic scenes and events joint estimation

arXiv e-prints

Jisheng Bai

Han Yin

Mou Wang

Dongyuan Shi

Woon-Seng Gan

...

2023/11

Transferable latent of cnn-based selective fixed-filter active noise control

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Dongyuan Shi

Woon-Seng Gan

Bhan Lam

Zhengding Luo

Xiaoyi Shen

2023/3/28

A practical distributed active noise control algorithm overcoming communication restrictions

Junwei Ji

Dongyuan Shi

Zhengding Luo

Xiaoyi Shen

Woon-Seng Gan

2023/6/4

Active noise control in the new century: The role and prospect of signal processing

INTER-NOISE and NOISE-CON Congress and Conference Proceedings

Dongyuan Shi

Bhan Lam

Woon-Seng Gan

Jordan Cheer

Stepehen J Elliott

2023/11/30

Practical Active Noise Control: Restriction of Maximum Output Power

Woon-Seng Gan

Dongyuan Shi

Xiaoyi Shen

2023/10/31

Robust estimation of open aperture active control systems using virtual sensing

INTER-NOISE and NOISE-CON Congress and Conference Proceedings

Chung Kwan Lai

Jing Sheng Tey

Dongyuan Shi

Woon-Seng Gan

2023/2/1

A momentum two-gradient direction algorithm with variable step size applied to solve practical output constraint issue for active noise control

Xiaoyi Shen

Dongyuan Shi

Zhengding Luo

Junwei Ji

Woon-Seng Gan

2023/6/4

Interactive Dual Attention Conformer With Scene-Based Mask For Soft Sound Event Detection

arXiv preprint arXiv:2311.14068

Han Yin

Jisheng Bai

Mou Wang

Dongyuan Shi

Woon-Seng Gan

...

2023/11/23

Anti-noise window: Subjective perception of active noise reduction and effect of informational masking

Sustainable Cities and Society

Bhan Lam

Kelvin Chee Quan Lim

Kenneth Ooi

Zhen-Ting Ong

Dongyuan Shi

...

2023/10/1

Implementations of wireless active noise control in the headrest

INTER-NOISE and NOISE-CON Congress and Conference Proceedings

Xiaoyi Shen

Dongyuan Shi

Santi Peksi

Woon-Seng Gan

2023/2/1

Deep generative fixed-filter active noise control

Zhengding Luo

Dongyuan Shi

Xiaoyi Shen

Junwei Ji

Woon-Seng Gan

2023/6/4

See List of Professors in Dongyuan Shi University(Nanyang Technological University)

Co-Authors

academic-engine