4 papers
Hearing the Ocean: Bio-inspired Gammatone-CNN framework for Robust Underwater Acoustic Target Classification
Rajeshwar Tripathi, Sandeep Kumar, Monika Aggarwal +1
This study presents a bio inspired signal processing framework for robust Underwater Acoustic Target Recognition (UATR). The latest state of the art methods often fail to resolve d…
Quantum Fourier Transform Based Denoising: Unitary Filtering for Enhanced Speech Clarity
Rajeshwar Tripathi, Sahil Tomar, Sandeep Kumar +1
This paper introduces a quantum-inspired denoising framework that integrates the Quantum Fourier Transform (QFT) into classical audio enhancement pipelines. Unlike conventional Fas…
A Hybrid Quantum Classical Pipeline for X Ray Based Fracture Diagnosis
Sahil Tomar, Rajeshwar Tripathi, Sandeep Kumar
Bone fractures are a leading cause of morbidity and disability worldwide, imposing significant clinical and economic burdens on healthcare systems. Traditional X ray interpretation…
Comprehensive Survey of QML: From Data Analysis to Algorithmic Advancements
Sahil Tomar, Rajeshwar Tripathi, Sandeep Kumar
Quantum Machine Learning represents a paradigm shift at the intersection of Quantum Computing and Machine Learning, leveraging quantum phenomena such as superposition, entanglement…