Scholar
Meng Ge
Google Scholar ID: Ody4GF0AAAAJ
Tianjin University; CUHK-Shenzhen; National University of Singapore
Citations & Impact
Citations
915
H-index
16
i10-index
23
Publications
20
Co-authors
22
list available
Publications
Resume (English only)
Academic Achievements
- - Publications:
- * “PIAVE: A Pose-Invariant Audio-Visual Speaker Extraction Network”, Qinghua Liu, Ge Meng*, Zhizheng Wu, Haizhou Li, INTERSPEECH 2023
- * “Locate and Beamform: Two-dimensional Locating All-neural Beamformer for Multi-channel Speech Separation”, Yanjie Fu, Ge Meng*, Honglong Wang, Nan Li, Haoran Yin, Longbiao Wang, Gaoyan Zhang, Jianwu Dang, Chengyun Deng, Fei Wang, INTERSPEECH 2023
- * “Rethinking the Visual Cues in Audio-Visual Speaker Extraction”, Junjie Li, Ge Meng*, Zexu Pan, Rui Cao, Longbiao Wang, Jianwu Dang, Shiliang Zhang, INTERSPEECH 2023
- * “SDNet: Stream-attention and Dual-feature Learning Network for Ad-hoc Array Speech Separation”, Honglong Wang, Chengyun Deng, Yanjie Fu, Ge Meng*, Longbiao Wang, Gaoyan Zhang, Jianwu Dang, Fei Wang, INTERSPEECH 2023
- * “Time-Domain Speech Separation Networks with Graph Encoding Auxiliary”, Tingting Wang, Zexu Pan, Ge Meng*, Zhen Yang, Haizhou Li, SPL
- * “VCSE: Time-Domain Visual-Contextual Speaker Extraction Network”, Junjie Li, Ge Meng*, Zexu Pan, Longbiao Wang, Jianwu Dang, INTERSPEECH 2022
- * “USEV: Universal Speaker Extraction with Visual Cue”, Zexu Pan, Ge Meng*, Haizhou Li, TASLP 2022
- * “Dual-stream Speech Dereverberation Network Using Long-term and Short-term Cues”, Nan Li, Ge Meng*, Longbiao Wang, Jianwu Dang, IJCNN 2022
- * “MIMO-DoAnet: Multi-channel Input and Multiple Outputs DoA Network with Unknown Number of Sound Sources”, Haoran Yin, Ge Meng, Yanjie Fu, Gaoyan Zhang, Longbiao Wang, Lei Zhang, Lin Qiu, Jianwu Dang, INTERSPEECH 2022
- * “Language-specific Characteristic Assistance for Code-switching Speech Recognition”, Tongtong Song, Qiang Xu, Ge Meng, Longbiao
Research Experience
- - 2023.04 - Present, Research Fellow, National University of Singapore (NUS)
- - 2022.07 - 2023.04, Research Assistant, Chinese University of Hong Kong (CUHKSZ)
- - 2020.04 - 2022.07, Research Assistant, National University of Singapore (NUS)
- - 2019.10 - 2020.04, Research Assistant, Nanyang Technological University (NTU)
- - 2018.09 - 2019.06, Machine Learning Engineer, AI Lab of Didi Chuxing Company (DiDi)
Education
- - 2017.09 - 2022.10, Ph.D. in Applied Computer Technology, Tianjin University (TJU), supervised by Prof. Longbiao Wang and Prof. Jianwu Dang
- - 2015.09 - 2017.06, M.E. in Software Engineering, Tianjin University (TJU), supervised by Prof. Di Jin and Prof. Liang Yang
- - 2011.09 - 2015.06, B.E. in Software Engineering / B.S. in Public Management (double major), Tianjin Polytechnic University (TJPU), GPA: 90.33/100, Ranking: Top 3
Background
- - Research Interests: Speech processing, speech separation, and social network analysis
- - Professional Field: Speech separation based on deep learning in open complex environments
- - Brief Introduction: Currently a Research Fellow at the National University of Singapore, focusing on speech processing, speech separation, and social network analysis.
