Driver hand localization and grasp analysis: A vision-based real-time approach. - Siddharth 001; Akshay Rangesh; Eshed Ohn-Bar; Mohan M. Trivedi (ITSC, 2016)

An Affordable Bio-Sensing and Activity Tagging Platform for HCI Research. - Siddharth 001; Aashish N. Patel; Tzyy-Ping Jung; Terrence J. Sejnowski (HCI (14), 2017)

Multi-modal Approach for Affective Computing. - Siddharth 001; Tzyy-Ping Jung; Terrence J. Sejnowski (EMBC, 2018)

Decision-Making in a Social Multi-Armed Bandit Task: Behavior, Electrophysiology and Pupillometry. - Julia Adrian; Siddharth 001; Zain Baquar; Tzyy-Ping Jung; Gedeon O. Deák (CogSci, 2019)

Attention Monitoring and Hazard Assessment with Bio-Sensing and Vision: Empirical Analysis Utilizing CNNs on the KITTI Dataset. - Siddharth 001; Mohan M. Trivedi (IV, 2019)

On Assessing Driver Awareness of Situational Criticalities: Multi-modal Bio-sensing and Vision-based Analysis, Evaluations and Insights. - Siddharth Siddharth 001; Mohan M. Trivedi (CoRR, 2019)

A Wearable Multi-Modal Bio-Sensing System Towards Real-World Applications. - Siddharth 001; Aashish N. Patel; Tzyy-Ping Jung; Terrence J. Sejnowski (IEEE Trans. Biomed. Eng., 2019)

Utilizing Multi-modal Bio-sensing Toward Affective Computing in Real-world Scenarios - Siddharth Siddharth 001 (2020)

Utilizing Deep Learning Towards Multi-Modal Bio-Sensing and Vision-Based Affective Computing. - Siddharth 001; Tzyy-Ping Jung; Terrence J. Sejnowski (IEEE Trans. Affect. Comput., 2022)

WIP: Automated Speech Proficiency Assessment for Conversations on Technical Subjects. - Akhila Yaragoppa; Utkarsh Agarwal; Arnav Rustagi; Anushka Desai; Siddharth 001; Brainerd Prince (FIE, 2024)

AdaptAI: A Personalized Solution to Sense Your Stress, Fix Your Mess, and Boost Productivity. - Rushiraj Gadhvi; Soham Petkar; Priyansh Pankajkumar Desai; Shreyas Ramachandran; Siddharth Siddharth 001 (CHI Extended Abstracts, 2025)

PosePilot: An Edge-AI Solution for Posture Correction in Physical Exercises. - Rushiraj Gadhvi; Priyansh Desai; Siddharth 001 (IbPRIA (2), 2025)

Saliency-Guided Emotion Modeling: Predicting Viewer Reactions from Video Stimuli. - Akhila Yaragoppa; Siddharth 001 (IbPRIA (2), 2025)

Dhvani: A Weakly-supervised Phonemic Error Detection and Personalized Feedback System for Hindi. - Arnav Rustagi; Satvik Bajpai; Nimrat Kaur; Siddharth Siddharth 001 (CoRR, 2025)

The World of AI: A Novel Approach to AI Literacy for First-year Engineering Students. - Siddharth Siddharth 001; Brainerd Prince; Amol Harsh; Shreyas Ramachandran (CoRR, 2025)