Jen-yu Liu
Senior Machine Learning Researcher at Earth Species Project
Taiwan
Summary
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Senior🎓
Top SchoolJen-yu Liu is a Senior Machine Learning Researcher with 11 years of experience specializing in audio and music information retrieval, sound event detection, and deep learning, currently advancing cross-species communication research at Earth Species Project. Holding a Ph.D. in Electrical Engineering from National Taiwan University and research roots at Academia Sinica, she bridges rigorous academic methods with applied ML research developed during roles at Taiwan AILabs and Inria. Proficient in Python and PyTorch, she has a proven track record in interdisciplinary projects that combine signal processing, machine learning, and musicology. Notably, her background in mathematics and a master’s in computer vision give her a strong theoretical foundation that informs practical model design for complex auditory tasks.
11 years of coding experience
10 years of employment as a software developer
Bachelor's Degree, Mathematics, Bachelor's Degree, Mathematics at National Chengchi UniversityMaster's Degree, Computer Vision and Artificial Intelligence, Master's Degree, Computer Vision and Artificial Intelligence at Universitat Autònoma de BarcelonaPh.D., Electrical Engineering, Ph.D., Electrical Engineering at National Taiwan University
English, Mandarin, Chinese
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (32)
python10
machine-learning10
deep-learning10
gpu10
numpy9
acceleration9
autograd9
cycle9
tensorflow9
theano9
neural-network9
tensor9
gpu-acceleration9
music8
tagging8
Programming languages (1)
Github contributions (5)
sigsep/sigsep-mus-2018
Apr 2018 - May 2019
SiSEC MUS 2018 Submission System
Contributions:3 commits, 2 PRs, 2 comments in 1 year 1 month
ciaua/InstrumentPlayingDetection
Aug 2017 - May 2018
Contributions:15 commits, 13 pushes in 9 months
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