27 citations · 27 across the 4 of their papers we have counts for
4 papers
AI-based Cognitive-linguistic Features for Dementia Assessment in Picture Description
Lingfeng Xu, Prad Kadambi, Samuel Goldinger +3
Picture descriptions provide valuable insights into several clinical constructs related to cognitive-linguistic abilities. However, operationalizing these constructs into quantitat…
Why Speech Deepfake Detectors Won't Generalize: The Limits of Detection in an Open World
Visar Berisha, Prad Kadambi, Isabella Lenz
Speech deepfake detectors are often evaluated on clean, benchmark-style conditions, but deployment occurs in an open world of shifting devices, sampling rates, codecs, environments…
Active Sequential Two-Sample Testing
Weizhi Li, Prad Kadambi, Pouria Saidi +3
A two-sample hypothesis test is a statistical procedure used to determine whether the distributions generating two samples are identical. We consider the two-sample testing problem…
Noisy Machines: Understanding Noisy Neural Networks and Enhancing Robustness to Analog Hardware Errors Using Distillation
Chuteng Zhou, Prad Kadambi, Matthew Mattina +1
The success of deep learning has brought forth a wave of interest in computer hardware design to better meet the high demands of neural network inference. In particular, analog com…