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School of Electronic Engineering and Computer Science

Shubhr Singh

Shubhr

PhD Student

Email: s.shubhr@qmul.ac.uk
Room Number: Engineering, Eng 403
Website: https://shubhrsingh22.github.io/

Profile

Project Title:  

Advancing Audio Classification with Graph Neural Networks

 

Abstract:

This project focuses on the innovative use of graph neural networks (GNNs) for audio-based applications, particularly in the realms of classification and tagging. By integrating GNNs, this research explores an alternative approach to conventional deep learning techniques, leveraging the inherent strengths of graph-based data processing.

The primary objective is to harness GNNs to incorporate structured prior knowledge, thereby facilitating more sophisticated and robust representation learning of audio data.

Teaching

Teaching Fellow – Music Informatics (postgraduate)

Demonstrator – Artificial Intelligence, Deep learning for audio and music

Research

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