Towards AST-LLDs for the Analysis of Depression in Speech Signals
Sidharrth Nagappan*, Chern Hong Lim, Anuja Thimali Dharmaratne
APSIPA ASC 2023 · Taiwan
Research
My research spans computational pathology, spatial transcriptomics, multimodal learning and model merging. Before computational medicine, I worked on affective AI and natural language processing. The common thread is multi-modality — improving the way we fuse, comprehend and explain the nuanced behaviour of deep computational models.
Context-Aware Multi-Stream Networks for Dimensional Emotion Prediction in Images
Sidharrth Nagappan*, Jia Qi Tan*, Lai-Kuan Wong, John See
IEEE ICIP 2023 · Kuala Lumpur
Hybrid Deep Neural Networks for Industrial Text Scoring
Sidharrth Nagappan*, Hui-Ngo Goh, Amy Hui-Lan Lim
IEA/AIE 2022 · Kitakyushu, Japan