Acknowledgement
The author is grateful to acknowledge the management and staff of Hail University, Hail, Saudi Arabia for their support and academic encouragement to carry out the research at a wide spectrum of research areas in computer science Engineering.
References
- B. Dodd. Differential diagnosis and treatment of children with speech disorder. John Wiley & Sons, 2013.
- A. R. Lederberg, B. Schick, and P. E. Spencer. "Language and literacy development of deaf and hard-of-hearing children: successes and challenges." Developmental psychology 49, no. 1 (2013): 15. https://doi.org/10.1037/a0029558
- J.B. Tomblin, L. Nancy. Records, Paula Buckwalter, Xuyang Zhang, Elaine Smith, and Marlea O'Brien. "Prevalence of specific language impairment in kindergarten children." Journal of speech, language, and hearing research 40, no. 6 (1997): 1245-1260. https://doi.org/10.1044/jslhr.4006.1245
- H. Tager-Flusberg, and C. Kasari. "Minimally verbal school-aged children with autism spectrum disorder: The neglected end of the spectrum." Autism research 6, no. 6 (2013): 468-478. https://doi.org/10.1002/aur.1329
- L. Rello, E. Romero, M. Rauschenberger, A. Ali, K. Williams, J. P. Bigham, and N. C. White. "Screening dyslexia for English using HCI measures and machine learning." In Proceedings of the 2018 international conference on digital health, pp. 80-84. 2018.
- L.M. Justice, W. Y. Ahn, and J.A.Logan. "Identifying children with clinical language disorder: An application of machine-learning classification." Journal of learning disabilities 52, no. 5 (2019): 351-365. https://doi.org/10.1177/0022219419845070
- M. Shahin, U. Zafar, and B. Ahmed. "The automatic detection of speech disorders in children: Challenges, opportunities, and preliminary results." IEEE Journal of Selected Topics in Signal Processing 14, no. 2 (2019): 400-412. https://doi.org/10.1109/jstsp.2019.2959393
- C.S. Kanimozhiselvi, and S. Santhiya. "Communication Disorder Identification from Recorded Speech using Machine Learning Assisted Mobile Application." In 2021 Third International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV), pp. 789-793. IEEE, 2021.
- sklearn, 2022 [online], available at URL: < https://scikitlearn.org/stable/modules/generated/sklearn.linear_model.LogisticRegression.html>, accessed on February 4, 2022.
- D. Mulfari, G. Meoni, M. Marini, and L. Fanucci. "Machine learning assistive application for users with speech disorders." Applied Soft Computing 103 (2021): 107147. https://doi.org/10.1016/j.asoc.2021.107147