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.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…
cs.LG2025
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…