Xiaoyi Shen

ORCID: 0000-0003-4883-3514
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About
Contact & Profiles
Research Areas
  • Advanced Adaptive Filtering Techniques
  • Speech and Audio Processing
  • Acoustic Wave Phenomena Research
  • Metal Extraction and Bioleaching
  • Extraction and Separation Processes
  • Cryospheric studies and observations
  • Minerals Flotation and Separation Techniques
  • Climate change and permafrost
  • Hearing Loss and Rehabilitation
  • Winter Sports Injuries and Performance
  • Adsorption and biosorption for pollutant removal
  • Arctic and Antarctic ice dynamics
  • Advanced Photocatalysis Techniques
  • Layered Double Hydroxides Synthesis and Applications
  • ZnO doping and properties
  • Corrosion Behavior and Inhibition
  • Control Systems and Identification
  • Magnesium Alloys: Properties and Applications
  • Gas Sensing Nanomaterials and Sensors
  • Phosphorus and nutrient management
  • Nanomaterials for catalytic reactions
  • Blind Source Separation Techniques
  • Structural Health Monitoring Techniques
  • Aeroelasticity and Vibration Control
  • TiO2 Photocatalysis and Solar Cells

Nanyang Technological University
2018-2025

Nanjing Institute of Railway Technology
2025

Ministry of Education
2025

Universidad del Noreste
2022-2025

Hohai University
2024

Nanjing University
2021-2024

Hunan Institute of Science and Technology
2024

Northeastern University
2012-2023

Ministry of Education of the People's Republic of China
2021-2022

State Key Laboratory of Vehicle NVH and Safety Technology
2022

10.1109/icassp49660.2025.10888338 article EN ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2025-03-12

10.1109/icassp49660.2025.10887958 article EN ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2025-03-12

Practical active noise control (ANC) systems, like the cancellation headphone, usually adopt a filter with preset coefficients to achieve satisfactory reduction performance for dynamic and higher robustness. In this strategy, selecting appropriate different types of is critical performance, selection mechanism typically determined by trial error. Hence, article proposes computation-efficient one-dimensional convolutional neural network capable most suitable pre-trained each distinct primary...

10.1109/taslp.2023.3261757 article EN IEEE/ACM Transactions on Audio Speech and Language Processing 2023-01-01

Selective Fixed-filter Active Noise Control (SFANC) is limited by its selection of a single candidate from pre-trained control filters. In contrast, Generative (GFANC) addresses this limitation employing an adaptive combination sub filters to generate more suitable for different primary noises. However, GFANC solely relies on the information current noise frame filter, resulting in potential inaccuracies when dealing with dynamic Therefore, we propose GFANC-Kalman approach that integrates...

10.1109/lsp.2023.3334695 article EN IEEE Signal Processing Letters 2023-11-20

Photoplethysmography (PPG) is commonly used to gather health-related information but highly affected by motion artifacts from daily activities. Inspired the strong denoising capabilities and generalization of diffusion probabilistic models, this paper proposes a novel PPG method using model reduce impact these artifacts. While typical models handle Gaussian noises, often involve non-Gaussian noise. To address this, proposed incorporates noisy signals into both reverse processes, allowing...

10.1109/jbhi.2025.3530517 article EN IEEE Journal of Biomedical and Health Informatics 2025-01-01

This research study delves thoroughly into the relationship between Applied Behavior Analysis (ABA) and Authoritarian Parenting Style in setting of autism spectrum disorder (ASD) children. Through comprehensive analysis relevant literature research, ABA intervention is practice applying basic behavioral concepts that have been shown to be effective changing problematic behaviors improving adaptive communicative skills among ASD aligns with key principles Authoritative Parenting, high...

10.54254/2753-7064/2024.21061 article EN cc-by Communications in Humanities Research 2025-02-21

Output saturation, mainly caused by the power amplifier, is a critical issue influencing performance and stability of an adaptive system, such as in active noise control. In this paper, quadratically constrained quadratic program (QCQP) defined to achieve optimal control under averaging-output-power constraint, which ensures output system operates linearly hence, avoids saturation. To solve QCQP problem recursively practice, paper utilizes one leaky-based filtered-x least mean square...

10.1109/taslp.2021.3065730 article EN IEEE/ACM Transactions on Audio Speech and Language Processing 2021-01-01

Due to their computational efficiency, least mean square (LMS)–based algorithms are still widely utilized achieve optimal control in active noise (ANC) applications. Real-world implementation of advanced ANC functionalities, such as selective cancellation frequencies, is nonetheless hampered by complexity trade-offs, especially with computationally-expensive frequency-domain approaches. Prevailing time-domain adaptive – proposed alleviate complexities from transformation continue incur...

10.1109/taslp.2023.3260702 article EN IEEE/ACM Transactions on Audio Speech and Language Processing 2023-01-01

10.1007/s12613-015-1095-x article EN International Journal of Minerals Metallurgy and Materials 2015-05-01
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