Qianhua He

About Qianhua He

Qianhua He, With an exceptional h-index of 20 and a recent h-index of 14 (since 2020), a distinguished researcher at South China University of Technology, specializes in the field of Audio processing, Speech processing, Computer vision.

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

Few-Shot Class-Incremental Audio Classification With Adaptive Mitigation of Forgetting and Overfitting

Detecting video anomalies by jointly utilizing appearance and skeleton information

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

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

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

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

Qianhua He Information

University

Position

___

Citations(all)

2468

Citations(since 2020)

897

Cited By

831

hIndex(all)

20

hIndex(since 2020)

14

i10Index(all)

36

i10Index(since 2020)

21

Email

University Profile Page

South China University of Technology

Google Scholar

View Google Scholar Profile

Qianhua He Skills & Research Interests

Audio processing

Speech processing

Computer vision

Top articles of Qianhua He

Title

Journal

Author(s)

Publication Date

Few-Shot Class-Incremental Audio Classification With Adaptive Mitigation of Forgetting and Overfitting

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

Yanxiong Li

Jialong Li

Yongjie Si

Jiaxin Tan

Qianhua He

2024/4/8

Detecting video anomalies by jointly utilizing appearance and skeleton information

Expert Systems with Applications

Wenfeng Pang

Qianhua He

Yanxiong Li

Noman Ahmed

2024/7/15

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

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

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

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

Low-Complexity Acoustic Scene Classification Using Data Augmentation and Lightweight ResNet

Chuang Shi

Haocong Yang

Yingzi Liu

Jiangnan Liang

2021/8/4

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

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

Revisiting label smoothing regularization with knowledge distillation

Applied Sciences

Jiyue Wang

Pei Zhang

Qianhua He

Yanxiong Li

Yongjian Hu

2021/5/20

Acoustic scene classification using deep cnns with time-frequency representations

Wei Xie

Qianhua He

Haikang Yan

Yanxiong Li

2021/10/13

Domestic activities clustering from audio recordings using convolutional capsule autoencoder network

Ziheng Lin

Yanxiong Li

Zhangjin Huang

Wenhao Zhang

Yufeng Tan

...

2021/6/6

Violence detection in videos based on fusing visual and audio information

Wen-Feng Pang

Qian-Hua He

Yong-jian Hu

Yan-Xiong Li

2021/6/6

A stage match for query-by-example spoken term detection based on structure information of query

Junyao Zhan

Qianhua He

Jianbin Su

Yanxiong Li

2021/6/6

Speaker clustering by co-optimizing deep representation learning and cluster estimation

IEEE Transactions on Multimedia

Yanxiong Li

Wucheng Wang

Mingle Liu

Zhongjie Jiang

Qianhua He

2020/9/21

Constant‐Q magnitude–phase coefficients extraction for synthetic speech detection

IET Biometrics

Jichen Yang

Pei Lin

Qianhua He

2020/9

See List of Professors in Qianhua He University(South China University of Technology)

Co-Authors

H-index: 113
Michael Unser

Michael Unser

École Polytechnique Fédérale de Lausanne

H-index: 110
Huan Wang(汪欢)

Huan Wang(汪欢)

Shanghai Jiao Tong University

H-index: 80
Sam Kwong

Sam Kwong

City University of Hong Kong

H-index: 52
Wallace KS Tang

Wallace KS Tang

City University of Hong Kong

H-index: 50
Wei Cheng Wang

Wei Cheng Wang

Tamkang University

H-index: 41
Jiannan Yang

Jiannan Yang

Sun Yat-Sen University

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