Case Study: Improving Classroom Accessibility at California Baptist University with Student-Controlled AI Captioning

November 2, 2026
Graduate student follows a live transcript on her laptop during a seminar on education and accessibility, with the instructor presenting and the CBU logo in the corner.

At California Baptist University (CBU), providing reliable live captioning for a doctoral student required a solution that could keep pace with the demands of discussion-heavy classroom environments.

Previous captioning workflows relied on coordination between instructors, scheduled sessions, and the university's Disability Services team. When sessions were delayed or not initiated correctly, important classroom discussions could begin before captions were available.

Working with the university, Aberdeen Broadcast Services implemented an AI-powered live captioning solution that puts the student in control. The result is more consistent access to classroom discussions, greater independence for the student, and fewer administrative challenges for the accessibility team.

The Challenge: Removing Barriers to Timely Classroom Access

In doctoral-level seminars, meaningful discussions can begin before the scheduled start of class. For a student who relies on live captioning, even a short delay can mean missing important information.

California Baptist University had previously provided live CART captioning services, but its accessibility team also encountered challenges with an instructor-dependent web-conferencing workflow.

Several factors made consistent access difficult:

  • Session startup delays: Instructors were responsible for launching web-conferencing sessions, creating opportunities for delays when sessions were forgotten or classroom connections failed.
  • Classroom audio challenges: Discussion-heavy seminars often involved multiple speakers, overlapping conversations, and background noise that could make accurate speech capture more difficult.
  • Administrative coordination: The Disability Services team spent considerable time communicating with professors, sending reminders, and troubleshooting problems to ensure captions were available when needed.

The university needed a solution that would simplify access without requiring the student to depend on multiple people or processes before each class.

A Simpler Path to Classroom Accessibility

Before

Instructor-Dependent Workflow

  1. Captioning session coordinated
  2. Instructor launches web-conferencing session
  3. Student accesses live captions
Multiple Dependencies
After

Student-Controlled AI Captioning

  1. Student opens captioning page
  2. Student starts the session
  3. Live captions begin
Student-Controlled Access

Fewer handoffs. Greater independence. More consistent access.

The Solution: Putting Live Captioning in the Student's Hands

Aberdeen worked with California Baptist University to introduce student-controlled AI live captioning, powered by Automatic Speech Recognition (ASR).

Rather than depending on an instructor to launch a meeting or a scheduled captioner to join a session, the student can independently access live captions from their own device.

The solution includes three key features:

Student-Controlled Captioning

The student opens a browser-based captioning page and starts the session when class begins. This eliminates the need for instructors to initiate the service and allows the student to access captions when they need them.

Multidirectional Classroom Audio

A multidirectional microphone captures speech from around the classroom, helping the captioning system process discussions from different seating positions. This is particularly valuable in graduate seminars where participation comes from throughout the room rather than a single lecturer.

Flexible, On-Demand Access

The student can start and pause captioning based on their needs, including during small-group activities or conversations where captioning is not required.

Together, these capabilities provide a more independent classroom experience while reducing the coordination required from the university's accessibility team.

Student-Controlled Captioning with Aberdeen Live

From selecting a scheduled class to starting a live captioning session, students can manage their own access.

01 / Select a Class
Aberdeen Live Captioning
Session Dashboard

Your School / Program

Upcoming Sessions
Clinical Practice - Basic Skills Monday · 4:00 PM – 6:45 PM
Start Captioning
Class Name — Section Day, Date · Start – End Time
Not yet open
Class Name — Section Day, Date · Start – End Time
Not yet open
All Sessions
Class Name A 24 sessions
Copy viewing link
Class Name B 28 sessions
Ready Copy viewing link
Class Name C 15 sessions
Copy viewing link
Class Name D 22 sessions
Copy viewing link
Class Name E 30 sessions
Copy viewing link
Class Name F 14 sessions
Copy viewing link

Students see their scheduled classes and select the session they need.

02 / Start Captioning
Aberdeen Live Captioning
Live Session
‹ All sessions
Clinical Practice - Basic Skills (PSYC7200 A) California Baptist University · Monday, Nov 2, 2026 · 4:00 PM – 6:45 PM
Starting...
♩ Default microphone ▾ ▷ Loading session... ◇ Viewing link Aa
Loading your session…
Aberdeen Live

The live interface provides microphone, session, and viewing-link controls.

Fewer handoffs. More independence. Captioning controlled by the student.

Illustrative recreation of the Aberdeen Live dashboard and session interface. The live session is shown during startup.

The Results: Greater Independence and More Consistent Access

The transition has delivered meaningful improvements for both the student and California Baptist University's Disability Services team.

Key Outcome Impact at California Baptist University
Captions Available When Class Begins

With the ability to initiate captioning independently, the student no longer needs to wait for an instructor to launch a session. They can begin receiving captions as classroom discussions start, reducing the risk of missing important opening conversations.

More Freedom in the Classroom

The student is no longer as dependent on sitting near the primary speaker. During one class, they arrived late and took a seat in the back row, yet reported that the captioning continued to work well.

Clearer Access to Classroom Discussions

The combination of ASR technology and multidirectional audio capture has helped the student follow discussions in a challenging classroom environment.

According to CBU's Disability Services team, the AI-assisted solution has been particularly effective at focusing on the primary speaker while minimizing side conversations and background chatter.

Less Administrative Work

By removing the requirement for instructors to initiate captioning sessions, the university has reduced the recurring coordination and troubleshooting associated with the previous workflow.

Greater Student Independence

Perhaps the most significant outcome is the student's ability to manage their own accessibility experience. They decide when to use captions, where to sit, and when to pause the service.

Although initially skeptical of AI, they now prefer the solution for their classroom needs.

Importantly, human CART captioning remains part of CBU's accessibility services. The university can continue selecting human or AI-powered captioning based on each student's needs and the requirements of different learning environments.

In Their Words

The Student Experience

“I sat in different places in every single class. One day I got in late and ended up in the back row, and it still worked wonderfully.”

“I'm not the biggest fan of AI, but it works better.”

Doctoral Student, California Baptist University
The University Perspective

“Aberdeen CART Services has been an outstanding partner, providing excellent customer service and consistently high-quality transcription support. We recently transitioned from live CART services to Aberdeen's AI-assisted CART platform, and the change has been seamless. The quality has remained exceptional, and our students have shared very positive feedback. Students appreciate that the AI-assisted service does an excellent job focusing on the primary speaker while minimizing side conversations and background chatter, resulting in clearer and more effective captions.”

Zakiya Glasco, M.A. Director of Disability Services
California Baptist University

Looking Ahead: A Plug-and-Play Classroom Captioning Solution

Building on the success of the student-controlled solution, Aberdeen also tested a compact classroom encoder running Aberdeen-developed firmware during a visit to California Baptist University.

Simplifying Classroom Captioning

From classroom audio to live captions, with fewer steps for campus staff.

01

Classroom Audio

A connected microphone captures speech in the classroom.

02

Classroom Encoder

Aberdeen-developed firmware sends audio outbound through the campus network.

03

Aberdeen Platform

Audio is processed into live captions through Aberdeen's captioning service.

04

Student Devices

Students access captions through a shared browser-based link.

Designed for Simplified Campus Management

Remote Scheduling Aberdeen-managed captioning sessions
Automatic Reconnection Designed to reconnect after power interruptions
Shared Access One captioning link for multiple students
Conceptual workflow based on Aberdeen's classroom encoder demonstration at California Baptist University. Additional management capabilities are being evaluated.

The device connected to the university's existing network with a microphone and power supply. During the demonstration, the encoder successfully delivered live captions with low latency while keeping speakers distinct. The test required no firewall changes or assistance from campus IT.

Designed to simplify accessibility in classrooms with recurring captioning needs, the solution offers several capabilities:

  • Simple Installation: Connect power, network, and a microphone. Once configured, the encoder can remain in the classroom without requiring students or instructors to manage the equipment.
  • Remote Management: Aberdeen can schedule, start, and stop captioning sessions remotely, so professors and campus staff don't need to initiate each session.
  • Network-Friendly Connectivity: The encoder sends audio outbound to Aberdeen's servers without requiring inbound network access. It is also designed to reconnect automatically following a power interruption.
  • Shared Accessibility: Multiple students can access live captions through the same browser-based link, reducing the need for individual device checkout or setup.

While the classroom encoder is still being evaluated, the successful demonstration highlights Aberdeen's continued investment in making live captioning easier to deploy, manage, and access.

For universities, this could mean another flexible option for providing consistent classroom accessibility with fewer technical and administrative demands.

Conclusion: Making Accessibility Work for Every Student

The experience at California Baptist University demonstrates how the right captioning solution can make a meaningful difference in a student's daily academic experience.

By transitioning to student-controlled AI live captioning, the university reduced administrative barriers, improved the consistency of classroom access, and gave a doctoral student greater independence in managing their own accommodations.

It also reinforces an important principle: effective accessibility is not about choosing human captioning over AI, or vice versa. It's about understanding the environment, the individual, and the technology best suited to their needs.

With both human CART and advanced AI captioning solutions, Aberdeen continues to help colleges and universities provide reliable accessibility services across classrooms, campus events, and learning environments.

Continue the Conversation

Bring Reliable Captioning to Your Campus

From individual classroom accommodations to large-scale commencements and campus events, Aberdeen Broadcast Services helps colleges and universities deliver accessible experiences through human CART, AI live captioning, and flexible technology solutions.

Frequently Asked Questions

What problem did California Baptist University have with its previous live captioning workflow?

The university's previous workflow depended on instructors launching a web-conferencing session before captions could start, which sometimes caused delays when sessions were forgotten or classroom connections failed. This instructor-dependent process also required the Disability Services team to spend significant time coordinating with professors, sending reminders, and troubleshooting problems before each class.

How does student-controlled AI captioning work at CBU?

A doctoral student opens a browser-based captioning page and starts the session themself when class begins, instead of waiting for an instructor to launch it. The system uses Automatic Speech Recognition (ASR), technology that converts spoken classroom discussion into live captions, paired with a multidirectional microphone that captures speech from around the room.

What benefits has the CBU student experienced since switching to AI-powered captioning?

The student gained more freedom to sit anywhere in the classroom rather than near the primary speaker; one day they arrived late, sat in the back row, and reported the captioning still worked well. They can also start, pause, and manage their own captioning sessions, including during small-group activities where captions aren't needed.

Is California Baptist University still using human CART captioning?

Yes, human CART (Communication Access Realtime Translation) captioning remains part of CBU's accessibility services alongside the AI-powered option. The university continues to choose human or AI-powered captioning based on each student's needs and the requirements of different learning environments, rather than replacing one approach with the other.

What is the classroom encoder Aberdeen tested at CBU?

It's a compact device running Aberdeen-developed firmware that connects to a microphone and the campus network to send classroom audio outbound to Aberdeen's platform for processing into live captions, requiring no firewall changes or campus IT assistance. During the demonstration it delivered low-latency captions while keeping speakers distinct, though it is still being evaluated.