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Customizable Serious Speech Therapy Games with Dynamic Difficulty Adjustment for Children with Sigmatism
1NOVA LINCS, Department of Computer Science, Faculdade de Ciências e Tecnologia, Universidade NOVA de Lisboa, 2829-516 Caparica, Portugal.
Two serious games motivate children with speech sound disorders to practice speech exercises. These games use speech recognition and adaptive difficulty for effective therapy at home or in clinics.
Area of Science:
- Speech-Language Pathology
- Human-Computer Interaction
- Game Design
Background:
- Children with speech sound disorders require consistent practice for improvement.
- Traditional speech exercises can be tedious, impacting adherence.
- The COVID-19 pandemic necessitated remote and less contact-intensive therapy methods.
Purpose of the Study:
- To develop and propose two serious games to enhance motivation in children with sigmatism during speech exercises.
- To provide a tool for both home-based practice and clinical speech therapy sessions (face-to-face and online).
Main Methods:
- Implementation of two serious games incorporating automatic speech recognition (ASR) for speech production classification.
- Integration of visual and auditory feedback systems to guide children's performance.
- Inclusion of a hint system to assist with correct exercise execution.
- Utilization of a dynamic difficulty adjustment (DDA) system to tailor challenges based on individual progress.
Main Results:
- The proposed serious games effectively motivate children with sigmatism to engage in speech exercises.
- The games provide immediate, actionable feedback and adaptive challenges.
- The system demonstrates potential for use in diverse therapeutic settings, including remote and in-person sessions.
Conclusions:
- Serious games offer a promising approach to increase motivation and adherence in pediatric speech therapy for sigmatism.
- The integration of ASR, feedback, and DDA enhances the therapeutic efficacy of digital interventions.
- These games represent an adaptable solution for speech and language pathologists adapting to evolving healthcare delivery models.
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