@article{acousticandmachinelearningmethodsfor, title = {Acoustic and Machine Learning Methods for Speech-Based Suicide Risk Assessment: A Systematic Review}, author = {Ambre Marie and Marine Garnier and Thomas Bertin and Laura Machart and Guillaume Dardenne and Gwenolé Quellec and Sofian Berrouiguet}, year = {2025}, eprint = {2505.18195}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.18195v1}, }