Solutions

Speech recognition system for the Learning Management System

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Speech recognition system for the Learning Management System

Solution is to develop a system with speech recognition technology which generates simultaneous subtitles during a live online course

pdf
Team
NumSix
Team members
Dilsad Tekin, Bugra Erdal, Yilmaz Yoru
Members roles and background

Mentees: Bugra Erdal, student in Communication Faculty

Dilsad Tekin, PhD, Assistant Professor in Faculty of Business Administration

 

Mentor: Yilmaz Yoru, Post PhD, founder of an R&D company. 

Contact details
nozdamar@anadolu.edu.tr

Solution description

Students with special needs and foreign students face a problem of comprehension of speech in Turkish during live online courses. Our solution is to develop a system with speech recognition technology which generates simultaneous subtitles during a live online course. This system has two parts. First part is SR System for the live online course record. Second part is display of  a speech as a subtitle on the course video.

Success will be measured by the ratio of the output of the voice recognition system to the correct match with the actual speech. Our challenge owner is Anadolu University Open Education System. The system we plan to develop will provide the students, who are enrolled open education system and having difficulty hearing or understanding the speech during an online course, to understand the speech of the educator better.

Solution context

Students  are having difficulty of hearing or understanding the speech during an online course.

AI and Intelligent assistance for accessibility:

How can AI provide learners with a digital assistant for specific needs?

Solution target group

Foreign students who have difficulty in understanding Turkish speech and who have hearing loss. 

Those students will be able to understand the course content better by the help of the system. Also, the  system will provide them to focus on the content easier and to increase their course performance.

In addition, Anadolu University Open Education System will increase reputation and gain opportunity to apply social responsibility projects.

Solution impact

The  system will provide the target group;

 to focus on the course content easier

to increase their course performance

To make online course materials more accessible

Surveys on the target group are planned after the system has been started.

Solution tweet text

Students with special needs and foreign students face a problem of comprehension of speech in Turkish during live online courses. Our solution is to develop a system with speech recognition technology which generates simultaneous subtitles during a live online course.

Solution innovativeness

There is no Speech Recognition (SR) solution for Learning Managemt Systems (LMS). Combining SR technology with LMS is an brand new application and a very innovative solution for Open Education System.

Solution transferability

Open Education Systems,

Online live/recorded courses

MOOCs

All system itself can be applied to other context.

Solution sustainability

When the system is launched once , it can be used anytime needed for both Live and Recorded courses. 

This system will be developed by local agencies so that is very sustainable and open to new developments.

Solution team work

As participants, we worked together very sufficiently. Our mentor was very  contributor on not only technical parts but also on the process of idea formation to technical solution. 

MENTEES: Dilsad Tekin, Bugra Erdal

MENTOR: Yilmaz Yoru

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