Aurora Cramer
Senior ML & Audio Signal Processing Engineer at Zoox
New York, New York, United States
Summary
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Senior🎓
Top SchoolAurora Cramer is a Senior ML and Audio Signal Processing Engineer with 13 years of experience building research-driven audio perception systems, currently advancing audio sensing for autonomous vehicles at Zoox. With a PhD-path at NYU Tandon and a BS from UC Berkeley, she blends rigorous academic training with hands-on engineering across industry research labs including NVIDIA, MERL, and Gracenote. Her work spans source separation, audio inpainting, and music attribute classification—often turning generative and sequence-to-sequence ideas into practical models for real-world audio problems. Based in New York, she pairs curiosity about sound with production-minded system design, and has a habit of exploring cross-disciplinary tools (from AR point-cloud visualization to noise-suppression for video conferencing) that inform her novel approaches to audio perception.
13 years of coding experience
7 years of employment as a software developer
Bachelor of Science (BS), Electrical Engineering and Computer Sciences, Bachelor of Science (BS), Electrical Engineering and Computer Sciences at University of California, BerkeleyDoctor of Philosophy - PhD, Electrical and Computer Engineering, Doctor of Philosophy - PhD, Electrical and Computer Engineering at NYU Tandon School of Engineering
Github Skills (72)
deep-learning10
embedding10
audio10
preprocess10
image10
generative-adversarial-network9
pytorch9
generative-model9
spectrogram8
pybind117
python7
lightning7
artificial-intelligence7
lifecycle7
chainer7
Programming languages (5)
Github contributions (5)
sivannavis/rethinking-visual-sound-localization
Dec 2022 - Oct 2023
Official implementation of the paper How to Listen? Rethinking Visual Sound Localization
Contributions:1 PR, 126 pushes in 9 months
localizationsound
auroracramer/sonyc-kalman
Oct 2019 - Aug 2021
Latent state models for SONYC data
Contributions:10 PRs, 31 pushes, 6 branches in 1 year 9 months
latentstate-managementstate-machinefsm-library
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