Vocal-friend: internet of social-things framework to aid verbal communication

References

• Swineford LB, Thurm A, Baird G, et al. Social (pragmatic) communication disorder: a research review of this new DSM-5 diagnostic category. J Neurodev Disord. 2014;6:1–8.
   PubMed Web of Science ®Google Scholar
• Norbury CF. Practitioner review: social (pragmatic) communication disorder conceptualization, evidence and clinical implications. J Child Psychol Psychiatry. 2014;55(3):204–216.
   PubMed Web of Science ®Google Scholar
• Brukner-Wertman Y, Laor N, Golan O. Social (pragmatic) communication disorder and its relation to the autism spectrum: dilemmas arising from the DSM-5 classification. J Autism Dev Disord. 2016;46(8):2821–2829.
   PubMed Web of Science ®Google Scholar
• Chiong R, Budhi GS, Dhakal S, et al. Combining Sentiment Lexicons and Content-Based Features for Depression Detection. IEEE Intell Syst. 2021;36:99–105.
   Google Scholar
• American Psychiatric Association, DSM-5 Task Force. Diagnostic and statistical manual of mental disorders. 5th ed. Arlington (VA): American Psychiatric Association; 2013.
   Google Scholar
• Adams C, Gaile J. Research in Developmental Disabilities Evaluation of a parent preference-based outcome measure after intensive communication intervention for children with social (pragmatic) communication disorder and high-functioning autism spectrum disorder. Res Dev Disabil. 2020;105:103752.
   PubMedGoogle Scholar
• Mody M, Belliveau JW. Speech and language impairments in autism: insights from behavior and Neuroimaging. N Am J Med Sci (Boston). 2013;5(3):157–161.
   PubMedGoogle Scholar
• Bishop DVM, Adams C. Conversational characteristics of children with semantic-pragmatic disorder. II: what features lead to a judgement of inappropriacy? Br J Disord Commun. 1989;24(3):241–263.
   PubMedGoogle Scholar
• Iarocci G, Rombough A, Yager J, et al. Visual influences on speech perception in children with autism. Autism. 2010;14(4):305–320.
   PubMed Web of Science ®Google Scholar
• Guo C, Luo M, Wang X, et al. Reliability and validity of the Chinese version of modified checklist for autism in toddlers, revised, with follow-up (M-CHAT-R/F). J Autism Dev Disord. 2019;49(1):185–196.
   PubMed Web of Science ®Google Scholar
• Johnson B. Review article autism spectrum disorder – advances in genomics and impact of early behavioral intervention. BMH Med J. 2018;5:57–62.
   Google Scholar
• Okmi HK, Ann PK. Language characteristics of children with ADHD. Commun Disord Q. 2000. 21:154–165.
   Google Scholar
• Kanner L. Autistic disturbances of affective contact. Nerv Child. 1943;2:217–250.
   Google Scholar
• Harms MB, Martin A, Wallace GL. Facial emotion recognition in autism spectrum disorders: a review of behavioral and neuroimaging studies. Neuropsychol Rev. 2010;20(3):290–322.
   PubMed Web of Science ®Google Scholar
• Nuske HJ, Vivanti G, Dissanayake C. Are emotion impairments unique to, universal, or specific in autism spectrum disorder? A comprehensive review. Cogn Emot. 2013;27(6):1042–1061.
   PubMed Web of Science ®Google Scholar
• APA. Diagnostic and statistical manual of mental disorders. 5th ed. Arlington (VA): American Psychiatric Association; 2013.
   Google Scholar
• Taylor LJ, Whitehouse AJO. Autism spectrum disorder, language disorder, and social (pragmatic) communication disorder: overlaps, distinguishing features, and clinical implications. Aust Psychol. 2016;51(4):287–295.
   Web of Science ®Google Scholar
• Koegel LK, Bryan KM, Su PL, et al. Parent education in studies with nonverbal and minimally verbal participants with autism spectrum disorder: a systematic review. Am J Speech-Language Pathol. 2020;29:890–902.
   Google Scholar
• Harker CM, Ibañez LV, Nguyen TP, et al. The effect of parenting style on social smiling in infants at high and low risk for ASD. J Autism Dev Disord. 2016;46(7):2399–2407.
   PubMed Web of Science ®Google Scholar
• Henry AR, Solari EJ. Targeting oral language and listening comprehension development for students with autism spectrum disorder: a school – based pilot study. J Autism Dev Disord. 2020;50(10):3763–3776.
   PubMed Web of Science ®Google Scholar
• Miri M. The effect of storytelling on children with autism spoken language (mild to moderate spectrum). J Zabanpazhuhi. 2020;12:128–129.
   Google Scholar
• Larson C, Gangopadhyay I, Prescott K, et al. Planning in children with autism spectrum disorder: the role of verbal mediation. J Autism Dev Disord. 2021;51(7):2200–2217.
   PubMed Web of Science ®Google Scholar
• Schlosser RW, Sigafoos J, Luiselli JK, et al. Effects of synthetic speech output on requesting and natural speech production in children with autism: a preliminary study. Res Autism Spectr Disord. 2007;1(2):139–163.
   Web of Science ®Google Scholar
• Ávila-Álvarez A, Alonso-Bidegain M, Ramos-Veiguela D, et al. Improving social participation of children with autism spectrum disorder: pilot testing of an early animal-assisted intervention in Spain. Health Soc Care Community. 2020;28:1220–1229.
   PubMed Web of Science ®Google Scholar
• García-Blanco A, López-Soler C, Vento M, et al. Communication deficits and avoidance of angry faces in children with autism spectrum disorder. Res Dev Disabil. 2017;62:218–226.
   PubMed Web of Science ®Google Scholar
• Khullar V, Bala M, Singh HP. Interactive video-player to improve social smile in individuals with autism spectrum disorder. Adv Autism. 2019;6:109–119.
   Web of Science ®Google Scholar
• Christopoulou M, Voniati L, Drosos K, et al. Colorful semantics in Cypriot-Greek-speaking children with autism spectrum disorder. Folia Phoniatr Logop. 2021;73:185–194.
   Google Scholar
• Kahjoogh MA, Pishyareh E, Gharamaleki FF, et al. The Son-Rise programme: an intervention to improve social interaction in children with autism spectrum disorder. Int J Thera Rehabil. 2020;27(5):1–8.
   Web of Science ®Google Scholar
• Barber AB, Swineford L, Cook C, et al. Effects of project ImPACT parent-mediated intervention on the spoken language of young children with autism spectrum disorder. Perspect ASHA Spec Interes Groups. 2020;5:573–581.
   Google Scholar
• Johnson KT, Narain J, Ferguson C, et al. The ECHOS platform to enhance communication for nonverbal children with autism. In: Extended abstracts of the 2020 CHI conference on human factors in computing systems. New York (NY): ACM; 2020. p. 1–8.
   Google Scholar
• Mujeeb S, Hafeez M, Arshad T. Aquabot: a diagnostic chatbot for achluophobia and autism. Int J Adv Comput Sci Appl. 2017;8(9):39–46.
   Google Scholar
• Li X, Zhong H, Zhang B, et al. A general Chinese chatbot based on deep learning and its’ application for children with ASD. Int J Mach Learn Comput. 2020;10:519–526.
   Google Scholar
• Tekes B. Communication intervention with technology for minimally verbal autistic children. University Of Twente, Netherlands; 2020. p. 1–9. Available from: http://essay.utwente.nl/82205/.
   Google Scholar
• Khullar V, Singh HP, Agarwal AK. Spoken buddy for individuals with autism spectrum disorder. Asian J Psychiatr. 2021;62:102712.
   PubMed Web of Science ®Google Scholar
• Jain PK, Pamula R, Srivastava G. A systematic literature review on machine learning applications for consumer sentiment analysis using online reviews. Comput Sci Rev. 2021;41.
   Web of Science ®Google Scholar
• Iwendi C, Moqurrab SA, Anjum A, et al. N-Sanitization: a semantic privacy-preserving framework for unstructured medical datasets. Comput Commun. 2020;161:160–171.
   Web of Science ®Google Scholar