The role of data analytics in the assessment of pathological speech—A critical appraisal
P Gómez-Vilda, A Gómez-Rodellar… - Applied Sciences, 2022 - mdpi.com
Pathological voice characterization has received increasing attention over the last 20 years.
Hundreds of studies have been published showing inventive approaches with very …
Hundreds of studies have been published showing inventive approaches with very …
A Scoping Review of Artificial Intelligence Detection of Voice Pathology: Challenges and Opportunities
GS Liu, N Jovanovic, CK Sung… - … –Head and Neck …, 2024 - Wiley Online Library
Objective Survey the current literature on artificial intelligence (AI) applications for detecting
and classifying vocal pathology using voice recordings, and identify challenges and …
and classifying vocal pathology using voice recordings, and identify challenges and …
[HTML][HTML] Applied machine learning techniques to diagnose voice-affecting conditions and disorders: Systematic literature review
Background Normal voice production depends on the synchronized cooperation of multiple
physiological systems, which makes the voice sensitive to changes. Any systematic …
physiological systems, which makes the voice sensitive to changes. Any systematic …
Development of a machine-learning based voice disorder screening tool
J Reid, P Parmar, T Lund, DK Aalto… - American Journal of …, 2022 - Elsevier
Objective Early recognition and referral are crucial for voice disorder management. Limited
availability of subspecialists, poor primary care awareness, and the need for specialized …
availability of subspecialists, poor primary care awareness, and the need for specialized …
Voice disorder recognition using machine learning: a scoping review protocol
Introduction Over the past decade, several machine learning (ML) algorithms have been
investigated to assess their efficacy in detecting voice disorders. Literature indicates that ML …
investigated to assess their efficacy in detecting voice disorders. Literature indicates that ML …
Estimating symptoms and clinical signs instead of disorders: the path toward the clinical use of voice and speech biomarkers in psychiatry
Despite the continuous innovation in voice biomarkers domain for more than a decade and
the apparent need for clinicians to have objective diagnostic tools, no device has yet been …
the apparent need for clinicians to have objective diagnostic tools, no device has yet been …
[Retracted] An Analytical Study of Speech Pathology Detection Based on MFCC and Deep Neural Networks
M Zakariah, Y Ajmi Alotaibi, Y Guo… - … Methods in Medicine, 2022 - Wiley Online Library
Diseases of internal organs other than the vocal folds can also affect a person's voice. As a
result, voice problems are on the rise, even though they are frequently overlooked …
result, voice problems are on the rise, even though they are frequently overlooked …
Machine learning-and statistical-based voice analysis of Parkinson's disease patients: A survey
F Amato, G Saggio, V Cesarini, G Olmo… - Expert Systems with …, 2023 - Elsevier
The preliminary diagnosis and evaluation of the presence and/or severity of Parkinson's
disease is crucial in controlling the progress of the disease. Real-time, non-invasive …
disease is crucial in controlling the progress of the disease. Real-time, non-invasive …
[HTML][HTML] The effectiveness of supervised machine learning in screening and diagnosing voice disorders: systematic review and meta-analysis
Background When investigating voice disorders a series of processes are used when
including voice screening and diagnosis. Both methods have limited standardized tests …
including voice screening and diagnosis. Both methods have limited standardized tests …
Intra-and inter-database study for Arabic, English, and German databases: do conventional speech features detect voice pathology?
A large population around the world has voice complications. Various approaches for
subjective and objective evaluations have been suggested in the literature. The subjective …
subjective and objective evaluations have been suggested in the literature. The subjective …