Acoustic analysis in stuttering: a machine-learning study

Acoustic analysis in stuttering: a machine-learning study

BackgroundStuttering is a childhood-onset neurodevelopmental disorder affecting speech fluency. The diagnosis and clinical management of stuttering is currently based on perceptual examination and clinical scales. Standardized techniques for acoustic analysis have prompted promising results for the...

Full description

Bibliographic Details
Main Authors:	Francesco Asci, Luca Marsili, Antonio Suppa, Giovanni Saggio, Elena Michetti, Pietro Di Leo, Martina Patera, Lucia Longo, Giovanni Ruoppolo, Francesca Del Gado, Donatella Tomaiuoli, Giovanni Costantini
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2023-06-01
Series:	Frontiers in Neurology
Subjects:	stuttering machine-learning telemedicine home environment acoustic analysis
Online Access:	https://www.frontiersin.org/articles/10.3389/fneur.2023.1169707/full

Similar Items

Robust and language-independent acoustic features in Parkinson's disease
by: Sabrina Scimeca, et al.
Published: (2023-06-01)

Telepractice in School-age Children Who Stutter: A Controlled Before and After Study to Evaluate the Efficacy of MIDA-SP
by: Donatella Tomaiuoli, et al.
Published: (2021-06-01)

Acoustic characteristics of voice and speech in Arabic-speaking stuttering children
by: Marwa Elsherbeny, et al.
Published: (2022-01-01)

Editorial: Voice analysis in healthy subjects and patients with neurologic disorders
by: Antonio Suppa, et al.
Published: (2023-09-01)

Acoustic analyses of diadochokinesis in fluent and stuttering children
by: Fabiola Staróbole Juste, et al.
Published: (2012-01-01)

Stuttering : an integrated approach to its nature and treatment /
by: 394615 Guitar, Barry
Published: (2006)

The neuropsychology of developmental stuttering /
by: 212123 Hartman, Bernard-thomas
Published: (1994)

Machine-Learning Analysis of Voice Samples Recorded through Smartphones: The Combined Effect of Ageing and Gender
by: Francesco Asci, et al.
Published: (2020-09-01)

STUTTERING THERAPY FOR A CHILD AT INTERMEDIATE STUTTERING LEVEL
by: Nevzeta SALIHOVIKJ, et al.
Published: (2009-11-01)

Comprehensive Review of Factors Influencing the Use of Telepractice in Stuttering Treatment
by: Baran Bayati, et al.
Published: (2021-01-01)

Handwriting Declines With Human Aging: A Machine Learning Study
by: Francesco Asci, et al.
Published: (2022-05-01)

Out with it : how stuttering helped me find my voice /
by: Preston, Katherine, 1984- author
Published: (2013)

Stuttering and related disorders of fluency /
by: Conture, Edward G, et al.
Published: (2007)

The treatment of stuttering in the young school-aged child /
by: Lees, Roberta, et al.
Published: (2005)

Research Paper: Investigation of Acoustic Characteristics of Speech Motor Control in Children Who Stutter and Children Who Do Not Stutter
by: Fatemeh Fakar Gharamaleki, et al.
Published: (2016-11-01)

The three dimensions of stuttering : neurology, behaviour and emotion /
by: 300399 Logan, Robert
Published: (1999)

Attitudes of a group of South African speech-language pathologists towards stutterers and stuttering therapy
by: Belinda Baker, et al.
Published: (1997-12-01)

Self-stigma in stuttering - a preliminary study using the Polish adaptation of the Stuttering Perception Scale
by: Natalia Bauszek, et al.
Published: (2022-12-01)

Survey on Cairene primary school teachers’ knowledge and attitude about stuttering
by: Dina Ahmed Elrefaie, et al.
Published: (2022-12-01)

Computer-based stuttered speech detection system using Hidden Markov Model /
by: Chin, Wee Lip, 1986-, author, et al.
Published: (2012)

Stuttering in children - a literature review update
by: Mónica Soares Rocha, et al.
Published: (2019-06-01)

INCIDENCE OF STUTTERING IN SCHOOL-AGE CHILDREN WITH DOWN SYNDROME
by: Nevzeta SALIHOVIĆ, et al.
Published: (2012-03-01)

Characteristics of emotion regulation among adults with chronic stuttering
by: Ewa Humeniuk, et al.
Published: (2019-09-01)

Shifting perceptions: A quantitative experimental study regarding the effect of positive kinesics on people who stutter
by: Du, S.
Published: (2018-08-01)

Computer-based stuttered speech detection system using Hidden Markov Model [electronic resource] /
by: Chin, Wee Lip, 1986-, author
Published: (2012)

THE TARKOWSKI STUTTERING THERAPY METHOD (article in Polish)
by: prof.dr hab., et al.
Published: (2018-03-01)

Stuttering from theory to practice /
by: Fawcus, Margaret
Published: (1995)

Family characteristics of stuttering children
by: Simić-Ružić Budimirka, et al.
Published: (2008-01-01)

THE TARKOWSKI STUTTERING THERAPY METHOD (article in Czech translation)
by: prof.dr hab., et al.
Published: (2018-03-01)

Stuttering
by: Aslihan Okan Ibiloglu
Published: (2011-12-01)

Why do people who stutter attend stuttering support groups?
by: Nicola E. Bloye, et al.
Published: (2023-08-01)

Artificial Intelligence-Based Voice Assessment of Patients with Parkinson’s Disease Off and On Treatment: Machine vs. Deep-Learning Comparison
by: Giovanni Costantini, et al.
Published: (2023-02-01)

Research Paper: Comparison the Quality of Life Among Adults With and Without Stuttering: An Emphasis on the Severity of Stuttering
by: Seyed Sadegh Rahimi, et al.
Published: (2017-02-01)

Stuttering frequency on content and function words in pre-school and school-age Jordanian Arabic-speaking children who stutter
by: Alqhazo Mazin, et al.
Published: (2022-01-01)

In search of new methods. Qigong in stuttering therapy
by: Paweł Półrola, et al.
Published: (2013-10-01)

Persian Overall Assessment of the Speaker’s Experience of Stuttering for Adults: the Impact of Stuttering on the Persian-Speaking Adults Who Stutter
by: Fariba Yadegari, et al.
Published: (2018-06-01)

Assessment of interpersonal anxiety in stutters
by: Ilić-Savić Ivana, et al.
Published: (2021-01-01)

Stuttering Disorder Therapy Using Aristotle’s Rhetoric Method In The King’s Speech Movie
by: Mas Alwis Imru'ul Qais As-syauqi, et al.
Published: (2021-07-01)

Inquiry Based Stress Reduction (IBSR) Improves Overall Stuttering Experience among Adults Who Stutter: A Randomized Controlled Trial
by: Omrit Feldman, et al.
Published: (2021-05-01)

Experiences of violence at school from the stuttering patients’ perspective
by: Marina Pelingrin Zamprogno, et al.
Published: (2020-11-01)