Gaikwad, P.P. and Venkatesan, M. 2025. Privacy-First Mental Health Solutions: Federated Learning for Depression Detection in Marathi Speech and Text. International Journal of Electrical and Computer Engineering Systems. 16, 10 (Oct. 2025), 721-732. DOI:https://doi.org/10.32985/ijeces.16.10.2.