教师简介

范为铨，男，广东汕尾人，1996年出生。2024年6月毕业于华南理工大学信息与通信工程专业，获工学博士学位。近年在《IEEE/ACM Transactions on Audio, Speech, and Language Processing》、《Speech Communication》、《Neurocomputing》、ICASSP、INTERSPEECH、ACM MM等顶刊和领域顶会上发表论文8篇。

联系方式

wqfan@gduf.edu.cn

主讲课程

《计算机导论》、《Python程序设计》

研究方向

情感计算、语音语言信号处理、多模态情感识别、深度学习等

主要科研成果

   期刊论文

[1] Weiquan Fan, Xiangmin Xu, Bolun Cai, Xiaofen Xing, "ISNet: Individual Standardization Network for Speech Emotion Recognition", IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2022.

[2] Weiquan Fan, Xiangmin Xu, Guohua Zhou, Xiaofang Deng, Xiaofen Xing, "Coordination Attention based Transformers with Bidirectional Contrastive Loss for Multimodal Speech Emotion Recognition", Speech Communication, 2025.

[3] Shuzhen Li, Xiaofen Xing, Weiquan Fan, Bolun Cai, Perry Fordson , Xiangmin Xu, "Spatiotemporal and frequential cascaded attention networks for speech emotion recognition", Neurocomputing, 2021.

   会议论文

[4] Weiquan Fan, Xiaofen Xing, Bolun Cai, Xiangmin Xu, "MGAT: Multi-Granularity Attention base Transformers for Multi-modal Emotion Recognition", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023.

[5] Weiquan Fan, Xiangmin Xu, Xiaofen Xing, Weidong Chen, Dongyan Huang, "LSSED: A Large-Scale Dataset and Benchmark for Speech Emotion Recognition", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2021.

[6] Weiquan Fan, Xiangmin Xu, Xiaofen Xing, Dongyan Huang, "Adaptive Domain-Aware Representation Learning for Speech Emotion Recognition", Conference of the International Speech Communication Association (INTERSPEECH), 2020.

[7] Weiquan Fan, Zhiwei He, Xiaofen Xing, Bolun Cai, Weirui Lu, "Multi-modality Depression Detection via Multi-scale Temporal Dilated CNNs", ACMMM-AVEC, 2019.

[8] Xiaofen Xing, Bolun Cai, Yinhu Zhao, Shuzhen Li, Zhiwei He, Weiquan Fan, "Multi-modality Hierarchical Recall based on GBDTs for Bipolar Disorder Classification", ACMMM-AVEC, 2018.