Hybrid Deep Neural Networks for Industrial Text Scoring. - Sidharrth Nagappan; Hui-Ngo Goh; Amy Hui-Lan Lim (IEA/AIE, 2022)

Towards AST-LLDs for the Analysis of Depression in Speech Signals. - Sidharrth Nagappan; Chern Hong Lim; Anuja Thimali Dharmaratne (APSIPA ASC, 2023)

Context-Aware Multi-Stream Networks for Dimensional Emotion Prediction in Images. - Sidharrth Nagappan; Jia Qi Tan; Lai-Kuan Wong; John See (ICIP, 2023)