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M. K. Ahmad

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Aug 2026

Automated Vocal Fatigue Screening in Professional Voice Users: Development and Occupational Validation of an Automated Assessment System.

INTRODUCTION Professional voice users face an elevated risk of vocal injury from sustained occupational voice use, yet scalable tools for workplace surveillance remain limited. OBJECTIVE To develop and validate an automated vocal fatigue monitoring system for occupational health applications. METHODS We developed a...

Xiangyu Zheng, M. K. Ahmad · 0 citations

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