Prasanna Suresh Hegde — accepted AI-conference papers

2022

SegNet-Based Deep Representation Learning for Dysphagia Classification

Siddharth Subramani, Achuth Rao M. V, Anwesha Roy, Prasanna Suresh Hegde, Prasanta Kumar Ghosh

ICASSP 2022accepted

Swallowing disorders, broadly known as Dysphagia, are difficulties in the process of swallowing food. Many currently available methods for classifying healthy and dysphagic swallows typically use hand-picked acoustic features. This article presents a SegNet-based method for classifying healthy and d…

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2020

Automatic Classification of Volumes of Water Using Swallow Sounds from Cervical Auscultation

Siddharth Subramani, M. V. Achuth Rao, Divya Giridhar, Prasanna Suresh Hegde, Prasanta Kumar Ghosh

ICASSP 2020accepted

The signatures of swallowing vary depending on the volume of bolus swallowed. Among existing instrumental methods, cervical auscultation (CA) captures the acoustic signatures of the swallow sound. Although many features present in the literature can characterize volumes of swallow using CA, they req…

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