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Shreyasi Datta

2 accepted papers

2025

Reconstruction of EEG and ECG from Single Channel Mixture using Branched Autoencoder based Separable Representations

ICASSP 2025accepted

The growing use of wearable devices requires accurate and compact representations of high dimensional physiological signals. This work presents a UNet inspired autoencoder to represent and reconstruct multiple neuro-physiological signals from single channel data. The architecture comprises single-en…

Cited by 0SourceScholar
2021

Shapelet Based Visual Assessment of Cluster Tendency in Analyzing Complex Upper Limb Motion

ICASSP 2021accepted

The evolution of ubiquitous sensors has led to the generation of copious amounts of waveform data. Human motion waveform analysis has found significance in clinical and home-based activity monitoring. Exploration of cluster structure in such waveform data prior to developing learning models is an im…

Cited by 0SourceScholar