@article{clinicallyinspiredsymptomguideddepressio, title = {Clinically Inspired Symptom-Guided Depression Detection from Emotion-Aware Speech Representations}, author = {Chaithra Nerella and Chiranjeevi Yarra}, year = {2026}, eprint = {2602.15578}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.15578}, }