Sumit Sarin

I am an MS in Computer Science student at Columbia University in New York, working on computer vision and machine learning problems as a Research Assistant (RA) with Prof. Carl Vondrick.

I completed my bachelors at Netaji Subhas Institute (now University) of Technology (NSIT) in New Delhi, where I worked with Prof. Smriti Srivastava on computer vision, biometrics and multimodal learning.

LinkedIn  /  Google Scholar  /  Github

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Representative papers.

3DSP CNN-based Multimodal Touchless Biometric Recognition System using Gait and Speech
Sumit Sarin, Antriksh Mittal, Anirudh Chugh, Smriti Srivastava
Journal of Intelligent & Fuzzy Systems, 2022.

We propose a novel touchless multimodal person identification model using deep learning techniques by combining the gait and speech modalities.

3DSP Multi-modal Automated Speech Scoring using Attention Fusion
Manraj Singh Grover, Yaman Kumar, Sumit Sarin, Payman Vafaee, Mika Hama, Rajiv Ratn Shah

In this study, we propose a novel multi-modal end-to-end neural approach for automated assessment of non-native English speakers' spontaneous speech using attention fusion.


Teaching Assistant: CSOR 4231 Analysis of Algorithms I (Spring 2023)

Website template: Jon Barron.