Search Results for author: Aditya Kommineni

Found 4 papers, 0 papers with code

Knowledge-guided EEG Representation Learning

no code implementations15 Feb 2024 Aditya Kommineni, Kleanthis Avramidis, Richard Leahy, Shrikanth Narayanan

We also propose a novel knowledge-guided pre-training objective that accounts for the idiosyncrasies of the EEG signal.

EEG Representation Learning +1

A Review of Speech-centric Trustworthy Machine Learning: Privacy, Safety, and Fairness

no code implementations18 Dec 2022 Tiantian Feng, Rajat Hebbar, Nicholas Mehlman, Xuan Shi, Aditya Kommineni, and Shrikanth Narayanan

Speech-centric machine learning systems have revolutionized many leading domains ranging from transportation and healthcare to education and defense, profoundly changing how people live, work, and interact with each other.

Fairness

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