👋 About me

  • Hi there! I am Weidong, a first-year PhD student at The Chinese University of Hong Kong, advised by Prof. Xixin Wu and Prof. Helen Meng.
  • My primary research interests are in speech signal processing and mainly focus on:
    • Speech Synthesis: Expressive Speech Generation and Conversational TTS.
    • Emotion: Speech Emotion Recognition and Multimodal Sentiment Analysis.


📝Conferences


DropFormer: A Dynamic Noise-Dropping Transformer for Speech Emotion Recognition

Jialong Mai, Xiaofen Xing, Weidong Chen, Xiangmin Xu

INTERSPEECH 2024

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DST: Deformable Speech Transformer for Emotion Recognition

Weidong Chen, Xiaofen Xing, Xiangmin Xu, Jianxin Pang, Lan Du

ICASSP 2023

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DWFormer: Dynamic Window Transformer for Speech Emotion Recognition

Shuaiqi Chen, Xiaofen Xing, Weibin Zhang, Weidong Chen, Xiangmin Xu

ICASSP 2023

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SpeechFormer: A Hierarchical Efficient Framework Incorporating the Characteristics of Speech

Weidong Chen, Xiaofen Xing, Xiangmin Xu, Jianxin Pang, Lan Du

INTERSPEECH 2022

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Key-Sparse Transformer for Multimodal Speech Emotion Recognition

Weidong Chen, Xiaofen Xing, Xiangmin Xu, Jichen Yang, Jianxin Pang

ICASSP 2022

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Locally Salient Features and Global Relations Modeling for Alzheimer’s Disease Detection

Weidong Chen, Xiaofen Xing, Shuaiqi Chen, Weiquan Fan, Wan Ding

NCMMSC 2021

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LSSED: A Large-Scale Dataset and Benchmark for Speech Emotion Recognition

Weiquan Fan, Xiangmin Xu, Xiaofen Xing, Weidong Chen, Dongyan Huang

ICASSP 2021

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📝Journals


Vesper: A Compact and Effective Pretrained Model for Speech Emotion Recognition

Weidong Chen, Xiaofen Xing, Peihao Chen, Xiangmin Xu

IEEE TAFFC 2024

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SpeechFormer++: A Hierarchical Efficient Framework for Paralinguistic Speech Processing

Weidong Chen, Xiaofen Xing, Xiangmin Xu, Jianxin Pang, Lan Du

IEEE/ACM TASLP 2023

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🏆Award

  • 2023: National Scholarship
  • 2022: National Scholarship
  • 2020: The Second Prize Scholarship of SCUT
  • 2019: Chien-Chung Tsai Scholarship
  • 2018: Chien-Chung Tsai Scholarship


🎓Education

  • 2024 - Now: Systems Engineering & Engineering Management, The Chinese University of Hong Kong (PhD. degree)
  • 2021 - 2024: School of Electronic and Information Engineering, South China University of Technology (M.E. degree)
  • 2017 - 2021: School of Electronic and Information Engineering, South China University of Technology (B.E. degree)