A survey on machine learning approaches for automatic detection of voice disorders

S Hegde, S Shetty, S Rai, T Dodderi - Journal of Voice, 2019 - Elsevier
The human voice production system is an intricate biological device capable of modulating
pitch and loudness. Inherent internal and/or external factors often damage the vocal folds …

On the design of automatic voice condition analysis systems. Part I: Review of concepts and an insight to the state of the art

JA Gómez-García, L Moro-Velázquez… - … Signal Processing and …, 2019 - Elsevier
This is the first of a two-part series devoted to review the current state of the art of automatic
voice condition analysis systems. The goal of this paper is to provide to the scientific …

Detection of clinical depression in adolescents' speech during family interactions

LSA Low, NC Maddage, M Lech… - IEEE Transactions …, 2010 - ieeexplore.ieee.org
The properties of acoustic speech have previously been investigated as possible cues for
depression in adults. However, these studies were restricted to small populations of patients …

A survey on signal processing based pathological voice detection techniques

R Islam, M Tarique, E Abdel-Raheem - IEEE Access, 2020 - ieeexplore.ieee.org
Voice disability is a barrier to effective communication. Around 1.2% of the World's
population is facing some form of voice disability. Surgical procedures namely laryngoscopy …

Remote assessment of Parkinson's disease symptom severity using the simulated cellular mobile telephone network

A Tsanas, MA Little, LO Ramig - Ieee Access, 2021 - ieeexplore.ieee.org
Telemonitoring of Parkinson's Disease (PD) has attracted considerable research interest
because of its potential to make a lasting, positive impact on the life of patients and their …

Classification of ALS patients based on acoustic analysis of sustained vowel phonations

M Vashkevich, Y Rushkevich - Biomedical Signal Processing and Control, 2021 - Elsevier
Amyotrophic lateral sclerosis (ALS) is incurable neurological disorder with rapidly
progressive course. Common early symptoms of ALS are difficulty in swallowing and …

Exploring the feasibility of smart phone microphone for measurement of acoustic voice parameters and voice pathology screening

V Uloza, E Padervinskis, A Vegiene… - European Archives of …, 2015 - Springer
The objective of this study is to evaluate the reliability of acoustic voice parameters obtained
using smart phone (SP) microphones and investigate the utility of use of SP voice recordings …

[PDF][PDF] Jitter estimation algorithms for detection of pathological voices

DG Silva, LC Oliveira, M Andrea - EURASIP Journal on advances in signal …, 2009 - Springer
This work is focused on the evaluation of different methods to estimate the amount of jitter
present in speech signals. The jitter value is a measure of the irregularity of a quasiperiodic …

Automated speech analysis applied to laryngeal disease categorization

A Gelzinis, A Verikas, M Bacauskiene - Computer methods and programs …, 2008 - Elsevier
The long-term goal of the work is a decision support system for diagnostics of laryngeal
diseases. Colour images of vocal folds, a voice signal, and questionnaire data are the …

Acoustic and temporal analysis of speech: A potential biomarker for schizophrenia

V Rapcan, S D'Arcy, S Yeap, N Afzal, J Thakore… - Medical engineering & …, 2010 - Elsevier
Currently, there are no established objective biomarkers for the diagnosis or monitoring of
schizophrenia. It has been previously reported that there are notable qualitative differences …