Research Fellow

GE Meng

Affiliation

  • NUS Saw Swee Hock School of Public Health

Research Areas

  • Speech Signal Processing
  • Social Network Analysis
  • Healthcare with AI

Academic/Professional Qualifications

  • Ph.D. in Applied Computer Technology, Tianjin University, Tianjin, China. (2022)
  • M.E. in Software Engineering, Tianjin University, Tianjin, China. (2017)
  • B.E. in Software Engineering / B.S. in Public Management (double major), Tianjin Polytechnic University, Tianjin, China. (2015)

Awards/Honours

  • Honda Kiyoshi’s Advanced Speech Science Award, 2023
  • The runner-up award in Intel N-DNS Challenge, 2023

Career History

  • Research Fellow, National University of Singapore (2023-present)
  • Research Assistant, Chinese University of Hong Kong (CUHKSZ) (2022-2023)

Selected Publications

  • Meng Ge, Chenglin Xu, Longbiao Wang, Eng Siong Chng, Jianwu Dang, Haizhou Li, “L-SpEx: Localized Target Speaker Extraction”, in Proc. ICASSP, May. 2022.
  • Meng Ge, Chenglin Xu, Longbiao Wang, Eng Siong Chng, Jianwu Dang, Haizhou Li, “Multi-stage speaker extraction with utterance and frame-level reference signals”, in Proc. ICASSP, April. 2021.
  • Meng Ge, Chenglin Xu, Longbiao Wang, Eng Siong Chng, Jianwu Dang, Haizhou Li, “SpEx+: A Complete Time Domain Speaker Extraction Network”, in Proc. ISCA Interspeech, Oct. 2020.
  • Di Jin, Rui Wang, Meng Ge*, Dongxiao He, Xiang Li, Wei Lin, Weixiong Zhang, “RAW-GNN: Random Walk Aggregation based Graph Neural Network”, in Proc. IJCAI, July. 2022.
  • Di Jin, Meng Ge, Liang Yang, Dongxiao He, Longbiao Wang, Weixiong Zhang ,“Integrative Network Embedding via Deep Joint Reconstruction”, IJCAI 2018
  • Zexu Pan, Meng Ge*, Haizhou Li, “USEV: Universal Speaker Extraction with Visual Cue”, IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 2022, 30: 3032-3045.
  • Junjie Li, Meng Ge*, Zexu Pan, Longbiao Wang, Jianwu Dang, “VCSE: Time-Domain Visual-Contextual Speaker Extraction Network”, in Proc. INTERSPEECH, Sep. 2022.
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