e.g. mhealth
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Acoustic and Natural Language Markers for Bipolar Disorder: A Pilot, mHealth Cross-Sectional Study
The short-term instability of the vibration of the vocal cords during phonation (ie, jitter-related indices) was also extracted (Table S1 in Multimedia Appendix 2). Higher jitter values indicated speech patterns likely characterized by irregularities or hesitations, thus mirroring potential underlying psychological distress or emotional instability.
JMIR Form Res 2025;9:e65555
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Several mechanisms are postulated to explain these alterations in vocal attributes. The deposition of adipose tissue near the vocal folds and larynx may influence vocal resonance and pitch, often resulting in variations in voice quality [7]. Restrictive lung patterns associated with obesity may lead to compromised lung volumes and capacities, subsequently impacting subglottal pressures essential for phonation [8].
JMIR AI 2024;3:e54885
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Deepfake constitutes a synthetic reproduction of media content, both auditory and visual, carefully crafted to closely represent the physical attributes and vocal characteristics of a specific individual. Its use spans many domains, notably in entertainment, where it can be used for the digital replication of actors for special effects or the creation of intricately detailed characters in video games [2].
JMIR Biomed Eng 2024;9:e56245
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Voice sample recording and respiratory-responsive vocal biomarker analysis occur in step 3 and determine whether a symptom survey is required (step 4).
J Med Internet Res 2023;25:e44410
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The program consisted of combining cognitive exercises projected on a dynamic Zoom background, with participants responding with physical and vocal exercises. The use of different types of Zoom backgrounds to support the cognitive challenge, as well as the use of voice to respond, was expected to be associated with higher levels of engagement, learning benefits, and exercise adherence.
JMIR Aging 2022;5(4):e40325
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