Xiaoyu Bie
Member Of Technical Staff at Cartesia
Stony Stratford, England, United Kingdom
Summary
👤
Senior🎓
Top SchoolXiaoyu Bie is a postdoctoral researcher at Télécom Paris (IP Paris) with eight years’ experience at the intersection of audio signal processing, probabilistic generative models, and multimodal perception. Currently contributing to the ERC Hi-Audio project, she develops interpretable and controllable deep neural models that inject domain priors into audio representations. Her background spans a PhD at Inria on deep probabilistic generative models for speech, a Meta FAIR internship on disentangled unsupervised speech representations, and earlier work in robust visual localization and SLAM for robotics and autonomous driving. Xiaoyu blends strong theoretical training in mathematics and signal/image engineering with hands-on systems experience across academic and industry labs, enabling her to translate principled models into robust, real-world algorithms. She is based in Paris and brings a rare combination of probabilistic modeling expertise and applied sensor-fusion skills.
8 years of coding experience
3 years of employment as a software developer
Diplôme d'Ingénieur, Signal and Image, Applied Optics, Diplôme d'Ingénieur, Signal and Image, Applied Optics at Institut d'Optique Graduate SchoolBachelor's degree, Optoelectronic information engineering, Bachelor's degree, Optoelectronic information engineering at Huazhong University of Science and TechnologyMaster's degree, Automation, Signal and Image Processing, Master's degree, Automation, Signal and Image Processing at Université Paris-SaclayDoctor of Philosophy - PhD, Mathematics and Computer Science, Doctor of Philosophy - PhD, Mathematics and Computer Science at Université Grenoble AlpesHigh School Diploma, High School Diploma at NO.1 Middle School Affiliated to Central China Normal University
Chinese, English, French
Github Skills (55)
variational-autoencoder10
autoencoder10
generative-model10
slam10
deep-learning9
deepspeed8
live-preview8
pre-trained-model7
stereo7
unsupervised-machine-learning7
pytorch7
surface7
foundation-models6
nlp6
point-cloud6
Programming languages (3)
Github contributions (5)
XiaoyuBIE1994/DVAE
Nov 2021 - Dec 2022
(FTML 2021) Official implementation of Dynamical VAEs
Contributions:1 release, 25 commits, 2 PRs in 1 year
autoencoderdeep-learninggenerative-modelvariational-autoencodervariational-autoencoders
XiaoyuBIE1994/Denoising_algorithm
Mar 2018 - Apr 2019
Contributions:2 commits, 1 push, 1 branch in 1 year 1 month
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