Explanipedia

Consensus-Based Definitions for Vocal Biomarkers: The International VOCAL Initiative Open

Mégane Pizzimenti, Ayush Kalia, Jamie Toghranegar, Mohamed Ebraheem, Nicholas Cummins , et al. · 2025

Importance Voice-based health technologies are growing rapidly, but they lack standardized terminology, which hinders interdisciplinary collaboration, research quality, and clinical translation. Objective The objective of this work is to d…

Explainable and Interpretable AI for Voice and Speech Analysis in Clinical Care: A Systematic Review (Preprint) Open

Mohamed Ebraheem, Jamie Toghranegar, Yaël Bensoussan, John Michael Templeton · 2025

BACKGROUND Driven by recent advances in artificial intelligence, particularly in medicine, audio-based voice and speech biomarkers are increasingly investigated for various medical applications as a complementary or even alternative modal…

Transformers for rapid detection of airway stenosis and stridor Open

James Anibal, Rebecca Doctor, Micah Boyer, Karlee Newberry, Iris De Santiago , et al. · 2025

Interactive Panel Summaries of the 2024 Voice AI Symposium Open

Jean‐Christophe Bélisle‐Pipon, James Anibal, Ruth Huntley Bahr, Steven Bedrick, Oita C Coleman , et al. · 2025

The 2024 Voice AI Symposium presented by the Bridge2AI-Voice Consortium, was a 2-day event which took place May 1st-May 2nd in Tampa, FL. The event included four interactive panel sessions, which are summarized here. All four interactive p…

Summary of Keynote Speeches from the 2024 Voice AI Symposium, presented by the Bridge2AI-Voice Consortium Open

Rupal Patel, Nicholson Price, Ruth Huntley Bahr, Steven Bedrick, Yaël Bensoussan , et al. · 2024

Introduction The 2024 Voice AI Symposium, hosted by the Bridge2AI-Voice Consortium in Tampa, FL, featured two keynote speeches that addressed the intersection of voice AI, healthcare, ethics, and law. Dr. Rupal Patel and Dr. Nicholson Pric…

Workshop summaries from the 2024 voice AI symposium, presented by the Bridge2AI-voice consortium Open

Ruth Huntley Bahr, James Anibal, Steven Bedrick, Jean‐Christophe Bélisle‐Pipon, Yaël Bensoussan , et al. · 2024

Introduction The 2024 Voice AI Symposium, presented by the Bridge2AI-Voice Consortium, featured deep-dive educational workshops conducted by experts from diverse fields to explore the latest advancements in voice biomarkers and artificial …

Transformers for rapid detection of airway stenosis and stridor Open

James Anibal, Rebecca Doctor, Micah Boyer, Karlee Newberry, Iris De Santiago , et al. · 2024

Upper airway stenosis is a potentially life-threatening condition involving the narrowing of the airway. In more severe cases, airway stenosis may be accompanied by stridor, a type of disordered breathing caused by turbulent airflow. Patie…

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