Chenglin Xu
Postdoctoral Researcher at National University of Singapore
Singapore
Summary
👤
Senior🎓
Top SchoolChenglin Xu is a postdoctoral researcher at the National University of Singapore with nine years of research experience in speech and audio processing, having completed a PhD in Computer Science at Nanyang Technological University. His work focuses on far-field speech recognition, beamforming, source separation, speaker extraction, multi-talker speaker verification and speech enhancement, blending deep learning with signal-processing techniques. He has a strong track record from thesis to applied projects, including developing a Malay sentence boundary detection system that combined prosodic DNN outputs with lexical CRF models. Based in Singapore, Chenglin brings cross-cultural training from Northwestern Polytechnical University in China to cutting-edge labs in Singapore, enabling practical solutions for noisy, multi-speaker environments. Colleagues value his ability to translate complex academic models into robust research prototypes aimed at real-world far-field speech problems.
9 years of coding experience
5 years of employment as a software developer
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Nanyang Technological UniversityMaster’s Degree, Computer Application Technology (Speech Processing), Master’s Degree, Computer Application Technology (Speech Processing) at Northwestern Polytechnic University (CN)
English, Chinese
Github Skills (13)
speaker9
extraction9
verification8
speech8
matlab7
lstm6
speech-recognition6
signal-processing6
machine-learning4
deep-learning4
pytorch4
signal4
dag2
Programming languages (1)
Github contributions (5)
xuchenglin28/speaker_extraction_SpEx
Mar 2020 - Jun 2021
Contributions:7 commits, 5 pushes, 1 branch in 1 year 3 months
xuchenglin28/WSCM-MUSIC
Nov 2017 - Jan 2021
Contributions:12 commits, 11 pushes, 1 branch in 3 years 3 months
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