Vinod Subramanian
Senior Research Scientist at Canary Speech
New York, New York, United States
Summary
👤
Senior🎓
Top SchoolVinod Subramanian is a Senior Research Scientist with a decade of experience building robust deep learning models for audio and music information retrieval. With a PhD from Queen Mary University of London and prior training in Music Technology from Georgia Tech, he blends rigorous research with practical DSP and product-facing experience at companies like Canary Speech and Bose. His work centers on diagnosing weaknesses in neural models and designing defenses that improve reliability in real-world audio tasks, including drum transcription benchmarking at ROLI. Based in New York, he bridges academic research and deployed systems, uniquely combining signal-processing intuition with modern ML robustness techniques.
10 years of coding experience
4 years of employment as a software developer
BITS Pilani, Birla Institute of Technology and ScienceMaster’s Degree Music Technology, Master’s Degree Music Technology at Georgia Institute of TechnologyDoctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at Queen Mary University of London
English, Tamil, Telugu, Hindi
Github Skills (18)
benchmarking7
adversarial-machine-learning6
robustness6
lime6
security6
interpretable-machine-learning6
bed5
jekyll5
machine-learning5
xai5
fairness-ml4
deep-learning3
music3
pytorch2
noise-reduction2
Programming languages (3)
Github contributions (5)
VinodS7/Stage-0
Nov 2018 - Dec 2018
Contributions:19 commits, 16 pushes, 2 branches in 1 month
VinodS7/VinodS7.github.io
Apr 2018 - May 2019
Contributions:32 pushes, 1 branch in 1 year 1 month
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