@article{Salvi-Cruz:2026aa,
 abstract = {The 2025 Voice AI Symposium represented a transition from conceptual research to clinical implementation in vocal biomarker science. Hosted by the NIH-funded Bridge2AI-Voice consortium, the meeting convened global experts to address the methodological, ethical, and translational challenges of integrating voice-based artificial intelligence (AI) into healthcare. This mini-review synthesizes symposium insights across six domains: multimodal integration, FAIR (Findable, Accessible, Interoperable, Reusable) and CARE (Collective Benefit, Authority to Control, Responsibility, Ethics) data governance, clinical translation, interdisciplinary training, and cross-sector innovation. Research presented demonstrated voice as a latent, multimodal biomarker reflecting neurological, cardiopulmonary, and psychological states, while discussions emphasized ethical data practices and human-centered design. The implementation-focused panels underscored the importance of workflow alignment and usability for adoption in real-world care. Collectively, the symposium reflects a field advancing toward translational readiness and ethical accountability, positioning voice AI as a scalable, inclusive tool for next-generation healthcare.},
 author = {Salvi Cruz, Samantha and Toghranegar, Jamie and Malin, Bradley and Mehra, Tarun and MacDonald, Bob and Speights, Marisha and Noufi, Camille and Fossat, Yan and Fagherrazi, Guy and Cummins, Nicholas and Elbeji, Abir and Blatter, Alden and Gelbard, Alexander and Arienzo, Arianna and Baur, Sebastien and Wetstone, Katie and Peller, Julián and Au, Rhoda and Botha, Hugo and Lahav, Amir and Hemmerling, Daria and Catania, Fabio and Anibal, James and Saha, Shumit and Coleman, Oita and Gallois, Hortense and Avila Martinez, Sophia and Mahapatra, Nihar and Singh Sara, Jaskanwal Deep and Mathur, Aarush and Patel, Rupal and Zieli\ʼnski, Konrad and Kourtis, Lampros and Lerner-Ellis, Jordan and Cong, Yan and Ngo, Hoan and Talkar, Tanya and Hale, Greg and Comito, Keith and Ghosh, Satrajit and Watts, Stephanie and Bedrick, Steven and Powell, Maria and Bélisle-Pipon, Jean-Christophe and Krussel, Andrea and Mahapatra, Ishaan and Bahr, Ruth and Hanna, Karim and Kostelnik, Cynthia and Dorsey, Katie and John, MyVan and Curp, Kathleen and Rameau, Anaı̈s and , The Bridge2AI-Voice Consortium and Bensoussan, Yael},
 bdsk-url-1 = {https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2026.1754426},
 bdsk-url-2 = {https://doi.org/10.3389/fdgth.2026.1754426},
 date-added = {2026-05-12 11:29:12 -0700},
 date-modified = {2026-05-28 09:26:54 -0700},
 doi = {10.3389/fdgth.2026.1754426},
 issn = {2673-253X},
 journal = {Frontiers in Digital Health},
 month = {March},
 title = {Translating AI research into reality: summary of the 2025 voice AI Symposium and Hackathon},
 url = {https://www.frontiersin.org/journals/digital-health/articles/10.3389/fdgth.2026.1754426},
 volume = {Volume 8 - 2026},
 year = {2026}
}