Yanxiong Li

About Yanxiong Li

Yanxiong Li, With an exceptional h-index of 14 and a recent h-index of 12 (since 2020), a distinguished researcher at South China University of Technology, specializes in the field of Audio/Speech signal processing, Machine learning.

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

Few-shot speaker identification using lightweight prototypical network with feature grouping and interaction

Few-shot class-incremental audio classification via discriminative prototype learning

Clean Sample Guided Self-Knowledge Distillation for Image Classification

Few-shot Class-incremental Audio Classification Using Stochastic Classifier

Low-Complexity Acoustic Scene Classification Using Deep Space Separable Distillation Module and Multi-Label Learning

A Novel Re-weighted CTC Loss for Data Imbalance in Speech Keyword Spotting

Lightweight Speaker Verification Using Transformation Module with Feature Partition and Fusion

Deep mutual attention network for acoustic scene classification

Yanxiong Li Information

University

Position

School of Electronic and Information Engineering

Citations(all)

829

Citations(since 2020)

570

Cited By

384

hIndex(all)

14

hIndex(since 2020)

12

i10Index(all)

23

i10Index(since 2020)

14

Email

University Profile Page

South China University of Technology

Google Scholar

View Google Scholar Profile

Yanxiong Li Skills & Research Interests

Audio/Speech signal processing

Machine learning

Top articles of Yanxiong Li

Title

Journal

Author(s)

Publication Date

Few-shot speaker identification using lightweight prototypical network with feature grouping and interaction

IEEE Transactions on Multimedia

Yanxiong Li

Hao Chen

Wenchang Cao

Qisheng Huang

Qianhua He

2023/3/7

Few-shot class-incremental audio classification via discriminative prototype learning

Expert Systems with Applications

Wei Xie

Yanxiong Li

Qianhua He

Wenchang Cao

2023/9/1

Clean Sample Guided Self-Knowledge Distillation for Image Classification

Jiyue Wang

Yanxiong Li

Qianhua He

Wei Xie

2023/6/4

Few-shot Class-incremental Audio Classification Using Stochastic Classifier

arXiv preprint arXiv:2306.02053

Yanxiong Li

Wenchang Cao

Jialong Li

Wei Xie

Qianhua He

2023/6/3

Low-Complexity Acoustic Scene Classification Using Deep Space Separable Distillation Module and Multi-Label Learning

Chuang Shi

Haocong Yang

Yingzi Liu

Jiangnan Liang

2021/8/4

A Novel Re-weighted CTC Loss for Data Imbalance in Speech Keyword Spotting

Chinese Journal of Electronics

Xiaotian Lan

Qianhua He

Haikang Yan

Yanxiong Li

2023/5/15

Lightweight Speaker Verification Using Transformation Module with Feature Partition and Fusion

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

Yanxiong Li

Zhongjie Jiang

Qisheng Huang

Wenchang Cao

Jialong Li

2023/12/5

Deep mutual attention network for acoustic scene classification

Digital Signal Processing

Wei Xie

Qianhua He

Zitong Yu

Yanxiong Li

2022/4/30

Few-shot speaker identification using depthwise separable convolutional network with channel attention

arXiv preprint arXiv:2204.11180

Yanxiong Li

Wucheng Wang

Hao Chen

Wenchang Cao

Wei Li

...

2022/4/24

Domestic activity clustering from audio via depthwise separable convolutional autoencoder network

Yanxiong Li

Wenchang Cao

Konstantinos Drossos

Tuomas Virtanen

2022/9/26

Fall event detection with global and temporal local information in real-world videos

Multimedia Tools and Applications

Wenfeng Pang

Qianhua He

Yuanfeng Chen

Yanxiong Li

2022/2

Speaker verification using attentive multi-scale convolutional recurrent network

Applied Soft Computing

Yanxiong Li

Zhongjie Jiang

Wenchang Cao

Qisheng Huang

2022/9/1

Few-shot bio-acoustic event detection based on transductive learning and adapted central difference convolution

Qisheng Huang

Yanxiong Li

Wenchang Cao

Hao Chen

2022

Predicting skeleton trajectories using a Skeleton-Transformer for video anomaly detection

Multimedia Systems

Wenfeng Pang

Qianhua He

Yanxiong Li

2022/8

Audiovisual dependency attention for violence detection in videos

IEEE Transactions on Multimedia

Wenfeng Pang

Wei Xie

Qianhua He

Yanxiong Li

Jichen Yang

2022/6/20

Acoustic scene classification using lightweight ResNet with attention

DCASE2021 Challenge, techreport

Wenchang Cao

Yanxiong Li

Qisheng Huang

2021/6

Acoustic scene classification using aggregation of two-scale deep embeddings

Ho Ka Chon

Yanxiong Li

Wenchang Cao

Qisheng Huang

Wei Xie

...

2021/10/13

Revisiting label smoothing regularization with knowledge distillation

Applied Sciences

Jiyue Wang

Pei Zhang

Qianhua He

Yanxiong Li

Yongjian Hu

2021/5/20

Domestic activities classification from audio recordings using multi-scale dilated depthwise separable convolutional network

Yufei Zeng

Yanxiong Li

Zhenfeng Zhou

Ruiqi Wang

Difeng Lu

2021/10/6

Memory-replay knowledge distillation

Sensors

Jiyue Wang

Pei Zhang

Yanxiong Li

2021/4/15

See List of Professors in Yanxiong Li University(South China University of Technology)