Improving Accessibility in Education with AI

At Xyonix, we design custom AI solutions that utilize machine learning to improve your disability diagnostic tests and assistive technologies.

AI has the potential to improve the accessibility of education for students with disabilities. Machine learning algorithms can screen students for learning disabilities and help nonverbal individuals communicate using assistive technologies.

  • Struggling to identify students with learning disabilities at scale?

    The majority of students with disabilities in the United States have specific learning disabilities, speech or language impediments, Autism Spectrum Disorder or intellectual disabilities. However, many are not correctly diagnosed and therefore do not receive the support they need to succeed academically. Xyonix can help you identify which markers are most important to diagnosis of disabilities and can implement your system at scale.

  • Want to improve the user interface of your nonverbal communication devices?

    For students with disabilities that impact their ability to communicate in the classroom, communication devices such as Augmentative and Alternative Communication devices are paramount to their ability to learn. However, the devices generally have a low adoption rate, which is due in part to a non-optimal interaction between devices and users. Xyonix can help you use machine learning to develop optimal nonverbal communication devices.

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Matt Leibel

“We talked to 15-20 different companies. We chose to go with Xyonix because they understood our problem better than other firms. Deep is an expert in his occupation. He knows what he's doing and clearly understands this world. ”

Matt Leibel, CTO @ Xometry [more]

MORE ABOUT HOW AI IS IMPROVING ACCESSIBILITY OF EDUCATION HERE:

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AI in Education: Improving Learning Outcomes and Enhancing Teaching Efficiency with AI

The increasing prevalence of AI education technologies raises questions and concerns about the role of AI in the classroom. We explore AI-powered chatbots, language assessments, grammar assistance, and homework help to show AI’s potential as a tool for increasing access to educational materials and automating tasks for educators, allowing them to focus on complex responsibilities and direct student interactions.

Assistive Technologies and AI: Improving Hearing Aids Using Artificial Intelligence
Assistive Technologies and AI: Improving Hearing Aids Using Artificial Intelligence

Hearing aids are a crucial assistive technology for the deaf and hard of hearing communities. However, many who would benefit from the use of hearing aids show a reluctance that stems from a lack of confidence in their value. AI is being used to address the concerns of users with the goal of improving accessibility as well as mental health and cognitive outcomes.

6 Ways AI is Reshaping Modern Education -- Personalized Learning, Progress Monitoring & More
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AI has the potential to help create a more equitable, efficient, and innovative educational system. Artificial Intelligence is currently reshaping the way students learn in classrooms all around the world. We address six ways that AI can be leveraged to enhance the ever changing educational landscape for students and teachers alike.

references:

  • https://www.edutopia.org/article/students-limited-verbal-capabilities-can-thrive-inclusive-classrooms

  • https://www.xyonix.com/blog/personalized-learning-accessibility-and-student-progress-6-ways-artificial-intelligence-is-reshaping-modern-education

  • https://www.mdpi.com/1424-8220/19/8/1911/htm

  • https://aclanthology.org/2021.nlp4posimpact-1.12.pdf