Publications & Research
KoralyxAI publishes research across linguistics, AI, social sciences, and insurance analytics. We release datasets, code, and models to advance open science.
Research in Preparation
Artificial Intelligence and the Future of Social Science Research in the Democratic Republic of Congo: Opportunities, Challenges, and a Collaborative Framework for Indigenous Language Resources
Status: In preparation
Target Venue: Revue Africaine des Sciences Sociales et Humaines (RASSH)
Focus: Introducing KoralyxAI's research vision and methods to the African social science community. This paper outlines our interdisciplinary approach combining AI with anthropology, sociology, and linguistics.
Planned Research Topics
• AI and African languages
• AI for social sciences in Central Africa
• Ethical AI data collection in Africa
• AI adoption in African insurance
• Predictive analytics for insurance
• AI and indigenous language preservation
• Code-switching in Congolese languages
• Low-resource NLP methods
• Speech AI for African languages
• Human-AI collaboration in African organizations
Datasets
We are building datasets for African languages and will release them with proper documentation, licensing, and ethical oversight. Coming soon on Hugging Face and Zenodo.
Lingala Corpus
Text and speech data for Lingala language
Status: Coming soon
Kikongo Speech Recognition Dataset
Transcribed speech recordings for ASR training
Status: Coming soon
Social Science Interview Archives
Anonymized qualitative research data with community consent
Status: In development
Code & Models
Research code and trained models will be released on GitHub and Hugging Face with open licenses.
GitHub: coming soon
Hugging Face: coming soon
Open Science Commitment
All KoralyxAI research follows open science principles. We publish in open access venues, release data and code, and provide reproducible documentation. We also maintain strict ethical standards around data consent, privacy, and community benefit.