An AI Tomato Leaf Doctor Using MobileNetV2 and Streamlit: A Lightweight Deep Learning Tool for Farmers

Makepeace Zulu; DLI 2025 Research Track, PMLR 302:1-12

[abs][Download PDF]

Towards Language Representation for SiSwati: A Comparative Analysis of Sub-word Tokenization Algorithms

Msane Thandokuhle, Haddad Hatem; DLI 2025 Research Track, PMLR 302:1-10

[abs][Download PDF]

Large Vocabulary Read-Mode Speech Corpora for Low-Resourced Ometo Languages: Gamo, Gofa, Dawuro and Wolaita

Nebiyu Simon, Micheal Melese, Akililu Elias; DLI 2025 Research Track, PMLR 302:1-10

[abs][Download PDF]

Towards End-to-End Training of Automatic Speech Recognition for Nigerian Pidgin

Amina Rufai, Afolabi Abeeb, Esther Oduntan, Tayo Arulogun, Oluwabukola Adegboro, Daniel Ajisafe; DLI 2025 Research Track, PMLR 302:1-10

[abs][Download PDF]

Combatting Language Forgetting in Low-Resourced Settings

Emmanuel Rassou; DLI 2025 Research Track, PMLR 302:1-11

[abs][Download PDF]

Culturally Attuned and Resource-Aware Foundation Models for East African Agriculture: A Theoretical Framework and Research Agenda

Innocent Nyalala, Nirav Bhatt; DLI 2025 Research Track, PMLR 302:1-11

[abs][Download PDF]

Sentiment Polarity Analysis of Amharic Climate Change Discourse Using Large Language Models

Gebregziabihier Nigusie, Neima Mossa, Tesfa Tegegne; DLI 2025 Research Track, PMLR 302:1-10

[abs][Download PDF]

Benchmarking Automatic Speech Recognition Models for African Languages

Alvin Nahabwe, Sulaiman Kagumire, Denis Musinguzi, Bruno Beijuka, Jonah Kyagaba, Peter Nabende, Andrew Katumba, Joyce Nakatumba-Nabende; DLI 2025 Research Track, PMLR 302:1-19

[abs][Download PDF]

Optimisation of a Raspberry Pi-based Bioacoustic Sensor for Data Collection

Joel Muhanguzi, Gabriel Kiarie, Ciira Maina, Ernest Mwebaze; DLI 2025 Research Track, PMLR 302:1-9

[abs][Download PDF]

Fairness-Aware Machine Learning for Social Bias Detection in Healthcare Research Datasets

Precious Kolawole; DLI 2025 Research Track, PMLR 302:1-10

[abs][Download PDF]

A Fairness-Centered Comparison of Machine Learning Models for Student Retention

Deborah Kanubala, Alidu Abubakari; DLI 2025 Research Track, PMLR 302:1-12

[abs][Download PDF]

The State of Large Language Models for African Languages: Progress and Challenges

Kedir Hussen, Walelign Sewunetie, Abinew Ayele, Sukairaj Imam, Eyob Alemu, Shamsuddeen Muhammad, Seid Yimam; DLI 2025 Research Track, PMLR 302:1-27

[abs][Download PDF]

Zero-Shot LLM Generation of Energy Notifications for African Languages: A Benchmark Study

Hatem Haddad, Feres Jerbi, Issam Smaali; DLI 2025 Research Track, PMLR 302:1-10

[abs][Download PDF]

Adaptive UAV Inspection of PV Panels Using Goal-Conditioned Reinforcement Learning and Zigzag Coverage Planning

Imen Habibi, Ikbal Msadaa, Khaled Grayaa; DLI 2025 Research Track, PMLR 302:1-17

[abs][Download PDF]

Ẹhugbo Ka! Advancing Machine Translation for the Low-Resource Ẹhugbo Language through Parallel Corpus Development

Ukachi Eze-Mbey, Uloma Eze-Mbey, Ololade Anjuwon; DLI 2025 Research Track, PMLR 302:1-9

[abs][Download PDF]

Closing the Gap in Low-Resource ASR: Leveraging Multilingual Models for Code-Switched Yoruba-English Speech

Emmanuel Bolarinwa, Oreoluwa Babatunde, Victor Olufemi, Kausar Moshood, Oluwademilade Williams; DLI 2025 Research Track, PMLR 302:1-9

[abs][Download PDF]

A Fully Neural Tunisian Arabic TTS System

Moez Ben HajHmida, Hatem Haddad, Aymen Ben El Haj Mabrouk; DLI 2025 Research Track, PMLR 302:1-10

[abs][Download PDF]

Adult weight estimation in a tertiary hospital in Ghana

Eric Anku, Margaret Sam, Seidu Mohammed, Abena Asa-Atiemo, Oluwayemisi Ekor; DLI 2025 Research Track, PMLR 302:1-11

[abs][Download PDF]

Evaluating Deep Learning Models for African Wildlife Image Classification: From DenseNet to Vision Transformers

Lukman Aliyu, Umar Muhammad, Bikisu Ismail, Almustapha Wakili, Seid Yimam, Shamsuddeen Muhammad, Mustapha Abdullahi; DLI 2025 Research Track, PMLR 302:1-14

[abs][Download PDF]