Research Experience

Research Intern at LEAP, IISc

As a member of a team of researchers, I played a key role in proposing and organizing the DISPLACE challenge at INTERSPEECH 2023, focused on improving language and speaker diarization. Our team's efforts included organizing complex audio data, developing automated scripts to ensure accurate annotation, and investigating baselines for language and speaker diarization. This paper is accepted at INTERSPEECH 2023

This project is supervised by  Dr. Sriram Ganapathy  and led by Dr. Shikha Baghel

Internship Certificate

Undergraduate Researcher at College of Engineering Trivandrum

1.   I have worked on "Multi-label bird call classification using Graphical Neural Network" supervised by Dr. Rajeev Rajan and led by PhD scholar Noumida A. The project proposes a novel approach that uses Graph neural networks (GCN) for detecting multiple bird species from overlapping recordings. The paper is in review at Pattern Recognition Journal

2. I am also working on "EEG emotion classification using transfer learning" supervised by Dr. Jerrin Thomas Panachakel. We performed both subject dependent and subject independent classification. In this project we proposed a new feature for EEG emotion classification. This paper is accepted at EMBC 2023

3.   I am also a part of Audio Speech and Language (ASL) Lab in College of Engineering Trivandrum
   Lab website : https://sites.google.com/view/asl-lab

Independent Study

1. Mathematics for Geometric Deep Learning (GDL) from IIST (Dec'21 - Mar'22)

1. Real Analysis
2. Topology
3. Manifolds

 2. Introduction to Analytical Number theory from ISI Tezpur (Apr'22 - Aug'22)

 Guided by : Dr. Sandeep E. M (Research Assosiate ISI Tezpur)

Dr. Sandeep introduced me to the field of number theory with a question. The question is as follows.
Given 3 integers a, b and c, find the conditions in which the equation ax+by=c has integral solutions. This steered me into congruences and this study concluded with the topic "finite abelian groups and their characters"