Tejumade Afonja

According to our database, Tejumade Afonja authored at least 19 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Self-Improving Tabular Language Models via Iterative Group Alignment.

Yunbo Long, Tejumade Afonja, Alexandra Brintrup, Mario Fritz

CoRR, April, 2026

2025

The Human Labour of Data Work: Capturing Cultural Diversity through World Wide Dishes.

Siobhan Mackenzie Hall, Samantha Dalal, Raesetje Sefala, Foutse Yuehgoh, Aisha Alaagib, Imane Hamzaoui, Shu Ishida, Jabez Magomere, Lauren Crais, Aya Salama, Tejumade Afonja

CoRR, February, 2025

DP-2Stage: Adapting Language Models as Differentially Private Tabular Data Generators.

Tejumade Afonja, Hui-Po Wang, Raouf Kerkouche, Mario Fritz

Trans. Mach. Learn. Res., 2025

The Human Labour of Data Work: Capturing Cultural Diversity through World Wide Dishes.

Siobhan Mackenzie Hall, Samantha Dalal, Raesetje Sefala, Foutse Yuehgoh, Aisha Alaagib, Imane Hamzaoui, Shu Ishida, Jabez Magomere, Lauren Crais, Aya Salama, Tejumade Afonja

Proc. ACM Hum. Comput. Interact., 2025

The World Wide recipe: A community-centred framework for fine-grained data collection and regional bias operationalisation.

Jabez Magomere, Shu Ishida, Tejumade Afonja, Aya Salama, Daniel Kochin, Foutse Yuehgoh, Imane Hamzaoui, Raesetje Sefala, Aisha Alaagib, Samantha Dalal, Beatrice Marchegiani, Elizaveta Semenova, Lauren Crais, Siobhan Mackenzie Hall

Proceedings of the 2025 ACM Conference on Fairness, Accountability, and Transparency, 2025

Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches.

Israel Abebe Azime, Deborah Dormah Kanubala, Tejumade Afonja, Mario Fritz, Isabel Valera, Dietrich Klakow, Philipp Slusallek

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2024

Towards Biologically Plausible and Private Gene Expression Data Generation.

Dingfan Chen, Marie Oestreich, Tejumade Afonja, Raouf Kerkouche, Matthias Becker, Mario Fritz

Proc. Priv. Enhancing Technol., 2024

LLM4GRN: Discovering Causal Gene Regulatory Networks with LLMs - Evaluation through Synthetic Data Generation.

Tejumade Afonja, Ivaxi Sheth, Ruta Binkyte, Waqar Hanif, Thomas Ulas, Matthias Becker, Mario Fritz

CoRR, 2024

You are what you eat? Feeding foundation models a regionally diverse food dataset of World Wide Dishes.

Jabez Magomere, Shu Ishida, Tejumade Afonja, Aya Salama, Daniel Kochin, Foutse Yuehgoh, Imane Hamzaoui, Raesetje Sefala, Aisha Alaagib, Elizaveta Semenova, Lauren Crais, Siobhan Mackenzie Hall

CoRR, 2024

1000 African Voices: Advancing inclusive multi-speaker multi-accent speech synthesis.

Sewade Ogun, Abraham Toluwase Owodunni, Tobi Olatunji, Eniola Alese, Babatunde Oladimeji, Tejumade Afonja, Kayode Olaleye, Naome A. Etori, Tosin P. Adewumi

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

Performant ASR Models for Medical Entities in Accented Speech.

Tejumade Afonja, Tobi Olatunji, Sewade Ogun, Naome A. Etori, Abraham Toluwase Owodunni, Moshood Yekini

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

2023

AfriSpeech-200: Pan-African Accented Speech Dataset for Clinical and General Domain ASR.

Tobi Olatunji, Tejumade Afonja, Aditya Yadavalli, Chris Chinenye Emezue, Sahib Singh, Bonaventure F. P. Dossou, Joanne I. Osuchukwu, Salomey Osei, Atnafu Lambebo Tonja, Naome A. Etori, Clinton Mbataku

Trans. Assoc. Comput. Linguistics, 2023

Proceedings of the NeurIPS 2021 Workshop on Machine Learning for the Developing World: Global Challenges.

Paula Rodriguez Diaz, Tejumade Afonja, Konstantin Klemmer, Aya Salama, Niveditha Kalavakonda, Oluwafemi Azeez, Simone Fobi

CoRR, 2023

MargCTGAN: A "Marginally" Better CTGAN for the Low Sample Regime.

Tejumade Afonja, Dingfan Chen, Mario Fritz

Proceedings of the Pattern Recognition - 45th DAGM German Conference, 2023

AfriNames: Most ASR models "butcher" African Names.

Tobi Olatunji, Tejumade Afonja, Bonaventure F. P. Dossou, Atnafu Lambebo Tonja, Chris Chinenye Emezue, Amina Mardiyyah Rufai, Sahib Singh

Proceedings of the 4th Workshop on African Natural Language Processing, 2023

2022

Generative Extraction of Audio Classifiers for Speaker Identification.

Tejumade Afonja, Lucas Bourtoule, Varun Chandrasekaran, Sageev Oore, Nicolas Papernot

CoRR, 2022

2021

Learning Nigerian accent embeddings from speech: preliminary results based on SautiDB-Naija corpus.

Tejumade Afonja, Oladimeji Mudele, Iroro Orife, Kenechi Dukor, Lawrence Francis, Duru Goodness, Oluwafemi Azeez, Ademola Malomo, Clinton Mbataku

CoRR, 2021

Proceedings of the NeurIPS 2020 Workshop on Machine Learning for the Developing World: Improving Resilience.

Tejumade Afonja, Konstantin Klemmer, Aya Salama, Paula Rodriguez Diaz, Niveditha Kalavakonda, Oluwafemi Azeez

CoRR, 2021

2020

Proceedings of NeurIPS 2019 Workshop on Machine Learning for the Developing World: Challenges and Risks of ML4D.

Maria De-Arteaga, Tejumade Afonja, Amanda Coston

CoRR, 2020