AI for African Languages Conference 2025

Unlock the power of East African languages: Innovate, connect, and build inclusive language technology for tomorrow.

Conference Date: Friday, October 10, 2025
Venue: Four Points by Sheraton, Kampala, Uganda (Plot No. 1 Elgon Terrace) • View Map
Official Proceedings: PMLR Volume 314

Published Proceedings (PMLR Vol. 314)

All accepted peer-reviewed submissions from AfriLang 2025 are published open-access in the Proceedings of Machine Learning Research:

Organizing Committee

General Chair

Dr. Ernest Mwebaze
Dr. Ernest Mwebaze
Executive Director, Sunbird AI

Executive Director of Sunbird AI. Over a decade of research at Makerere University (co-founding the AI Lab), former research scientist at Google AI Ghana and UN Global Pulse Kampala. PhD from University of Groningen.

Co-Chairs

Dr. Richard Kimera
Dr. Richard Kimera
Lecturer, Mbarara University of Science and Technology (MUST)

Focuses on NLP and Neural Machine Translation for low-resource languages, including the English–Luganda parallel corpus. PhD from Handong Global University.

Dr. Joyce Nakatumba-Nabende
Dr. Joyce Nakatumba-Nabende
Head of AI Lab, Makerere University

Senior Lecturer and Head of Makerere AI Lab, leading initiatives in NLP, Machine Learning, and Responsible AI across East Africa. PhD from Eindhoven University of Technology.

Program Committee Chairs

Dr. Andrew Katumba
Dr. Andrew Katumba
Lecturer, Makerere University

Head of the Marconi Research and Innovation Lab at Makerere University, applying AI to healthcare in low-resource environments. PhD from Ghent University.

Dr. John Quinn
Dr. John Quinn
Director of Research, Sunbird AI

Director of Research at Sunbird AI, former Staff Research Software Engineer at Google (Open Buildings project) and UN Global Pulse. PhD from University of Edinburgh.

Prof. Engineer Bainomugisha
Prof. Engineer Bainomugisha
Chair of Computer Science, Makerere University

Professor & Chair of Computer Science at Makerere University, founder of AirQo, and founding board member of Sunbird AI. PhD from Vrije Universiteit Brussel.

Program Committee Members

Dr. Happy Buzaaba (PhD), Princeton University
Dr. Peter Nabende (PhD), Makerere University
Dr. Dina Machuve (PhD), DevData Analytics
Prof. Zewdie Mossie Erukneh, Debre Markos University
Dr. David Sabiiti Bamutura (PhD), MUST
Prof. Engineer Bainomugisha, Makerere University
Dr. Ernest Mwebaze (PhD), Sunbird AI
Dr. Joyce Nakatumba Nabende (PhD), Makerere University
Dr. Andrew Katumba (PhD), Makerere University
Dr. Richard Kimera (PhD), MUST
Dr. John Quinn (PhD), Sunbird AI
Dr. Lilian D. Awuor Wanzare (PhD) , Maseno University
Mr. Joel Tibabwetiza Muhanguzi, Sunbird AI
Ms. Janat Nimpamya Namara, Sunbird AI

Program Schedule

All times in East Africa Time (EAT / GMT+3) • Friday, October 10, 2025

Time Session Details
07:30 – 08:30 Registration
08:30 – 08:40 Welcome Remarks
Prof. Engineer Bainomugisha (Chair of Computer Science Department, Makerere University; Board Member, Sunbird AI)
08:40 – 09:40 Keynote and Product Launch By Sunbird AI
Dr. Ernest Mwebaze & Dr. John Quinn
09:40 – 10:00 Official Opening Keynote
Dr. Aminah Zawedde (Permanent Secretary, Ministry of ICT & National Guidance, Uganda)
10:00 – 10:30 Group Photo / Tea & Coffee Break
10:30 – 10:50 Invited Talk: Language Preservation in the AI Age
Ms. Babra Babweteera (Executive Director, Cross-Cultural Foundation of Uganda)
10:50 – 11:00 Opening of AfriLang Conference
Dr. Joyce Nabende (Head, Makerere University Center for AI)
11:00 – 11:30 Invited Talk: African NLP Strategy
Prof. Vukosi Marivate (Co-Founder, Masakhane NLP, Deep Learning Indaba, Lelapa)
11:30 – 13:00 Paper Presentations: Session 1 (10 mins presentation + 5 mins plenary)

1. Promoting Uganda’s major local languages: Introducing Luganda Text generation models and diverse accent-aware TTS models
Rashid Kisejjere, Reuben Magala, Abubakhari Sserwadda

2. Tonative: Community-Driven Extension of African Datasets Through Human-AI Collaboration
Cynthia Jayne Amol, Sharon Ibejih

3. Bridging the Language Gap: Fine-Tuning LLama for Machine Translation in Low-Resource African Languages
Mary Wambui Kariuki, Joseph Muguro, Ciira wa Maina, Lilian Diana Awuor Wanzare

4. Sauti Halisi: Towards Direct Speech-to-Text Translation for Colloquial and Code-Switched Swahili
Brian Gillo
13:00 – 14:00 Lunch Break
14:00 – 14:30 Invited Talk on African Language Technology
Dr. John A. Quinn (Director of Research, Sunbird AI)
14:30 – 15:50 Paper Presentations: Session 2 (10 mins presentation + 5 mins plenary)

1. End-to-End Continuous Ethiopia Sign Language Recognition
Anteneh Yehalem Tegegne

2. KALAM-NA: Multi-Dialectal Corpus for 16 variants of the Sara linguistic family of Chad
Abdel-aziz Harane Abounounou

3. Robust Tokenization for Low-Resource Oromo Medical Texts via Novel Lightweight Augmentation
Karthik Srikumar

4. How much speech data is necessary for ASR in African languages? An evaluation of data scaling in Kinyarwanda and Kikuyu
Benjamin Akera, Evelyn Nafula, Patrick Walukagga, Gilbert Yiga, John Quinn, Ernest Tonny Mwebaze
15:50 – 16:50 Panel Session: What next for African language AI
Moderator: Dr. Ernest Mwebaze (Sunbird AI)
Panelists:
  • Dr. Joyce Nakatumba Nabende (Head, Makerere University Center for AI)
  • Prof. Vukosi Marivate (University of Pretoria, ABSA Chair of Data Science)
  • Dr. Lilian Wanzare (Maseno University, KenCorpus)
  • Chenai Chair (Director, Masakhane African Languages Hub)
  • Samuel Rutunda (Digital Umuganda)
16:50 – 17:00 Closing Remarks

Sponsors & Partners