3 papers
cs.CL2026
SamaVaani: Auditing and Debiasing Multilingual Clinical ASR for Indian Languages
Subham Kumar, Prakrithi Shivaprakash, Abhishek Manoharan +7
Automatic Speech Recognition (ASR) is increasingly used to document clinical encounters, yet its reliability in multilingual and demographically diverse Indian healthcare context r…
cs.LG2026
GRACE: Graph Neural Networks for Locus-of-Care Prediction under Extreme Class Imbalance
Subham Kumar, Lekhansh Shukla, Animesh Mukherjee +2
Determining the appropriate locus of care for addiction patients is one of the most critical clinical decisions that affects patient treatment outcomes and effective use of resourc…
cs.CL2025
ASR Under the Stethoscope: Evaluating Biases in Clinical Speech Recognition across Indian Languages
Subham Kumar, Prakrithi Shivaprakash, Abhishek Manoharan +6
Automatic Speech Recognition (ASR) is increasingly used to document clinical encounters, yet its reliability in multilingual and demographically diverse Indian healthcare contexts…