Comparison of clustering techniques for residential load profiles in South Africa. - Wiebke Toussaint; Deshendran Moodley (FAIR, 2019)

Machine Learning Systems in the IoT: Trustworthiness Trade-offs for Edge Intelligence. - Wiebke Toussaint; Aaron Yi Ding (CogMI, 2020)

Identifying optimal clustering structures for residential energy consumption patterns using competency questions. - Wiebke Toussaint; Deshendran Moodley (SAICSIT, 2020)

Using competency questions to select optimal clustering structures for residential energy consumption patterns. - Wiebke Toussaint; Deshendran Moodley (CoRR, 2020)

Design Considerations for High Impact, Automated Echocardiogram Analysis. - Wiebke Toussaint; Dave Van Veen; Courtney Irwin; Yoni Nachmany; Manuel Barreiro-Pérez; Elena Díaz-Peláez; Sara Guerreiro de Sousa; Liliana Millán; Pedro L. Sánchez; Antonio Sánchez-Puente; Jesús Sampedro-Gómez; Pedro Ignacio Dorado-Díaz; et al. (CoRR, 2020)

Automating Cluster Analysis to Generate Customer Archetypes for Residential Energy Consumers in South Africa. - Wiebke Toussaint; Deshendran Moodley (CoRR, 2020)

Clustering Residential Electricity Consumption Data to Create Archetypes that Capture Household Behaviour in South Africa. - Wiebke Toussaint; Deshendran Moodley (South Afr. Comput. J., 2020)

Characterising the Role of Pre-Processing Parameters in Audio-based Embedded Machine Learning. - Wiebke Toussaint; Akhil Mathur; Aaron Yi Ding; Fahim Kawsar (SenSys, 2021)

Design Considerations for Data Daemons: Co-creating Design Futures to Explore Ethical Personal Data Management. - Wiebke Toussaint; Alejandra Gómez Ortega; Jered Vroon; Julian Harty; Gürkan Solmaz; Olya Kudina; Ella Peltonen; Jacky Bourgeois; Aaron Yi Ding (CoRR, 2021)

SVEva Fair: A Framework for Evaluating Fairness in Speaker Verification. - Wiebke Toussaint; Aaron Yi Ding (CoRR, 2021)

Towards Trustworthy Edge Intelligence: Insights from Voice-Activated Services. - Wiebke Toussaint Hutiri; Aaron Yi Ding (SCC, 2022)

Bias in Automated Speaker Recognition. - Wiebke Toussaint Hutiri; Aaron Yi Ding (FAccT, 2022)

Design Guidelines for Inclusive Speaker Verification Evaluation Datasets. - Wiebke Toussaint; Lauriane Gorce; Aaron Yi Ding (INTERSPEECH, 2022)

Benchmark Dataset Dynamics, Bias and Privacy Challenges in Voice Biometrics Research. - Casandra Rusti; Anna Leschanowsky; Carolyn Quinlan; Michaela Pnacekova; Lauriane Gorce; Wiebke Toussaint Hutiri (IJCB, 2023)

About Voice: A Longitudinal Study of Speaker Recognition Dataset Dynamics. - Casandra Rusti; Anna Leschanowsky; Carolyn Quinlan; Michaela Pnacek; Lauriane Gorce; Wiebke Hutiri (CoRR, 2023)

Tiny, Always-on, and Fragile: Bias Propagation through Design Choices in On-device Machine Learning Workflows. - Wiebke Toussaint Hutiri; Aaron Yi Ding; Fahim Kawsar; Akhil Mathur (ACM Trans. Softw. Eng. Methodol., 2023)

Not My Voice! A Taxonomy of Ethical and Safety Harms of Speech Generators. - Wiebke Hutiri; Orestis Papakyriakopoulos; Alice Xiang (FAccT, 2024)

As Biased as You Measure: Methodological Pitfalls of Bias Evaluations in Speaker Verification Research. - Wiebke Hutiri; Tanvina Patel; Aaron Yi Ding; Odette Scharenborg (INTERSPEECH, 2024)

Introducing v0.5 of the AI Safety Benchmark from MLCommons. - Bertie Vidgen; Adarsh Agrawal; Ahmed M. Ahmed 004; Victor Akinwande; Namir Al-Nuaimi; Najla Alfaraj; Elie Alhajjar; Lora Aroyo; Trupti Bavalatti; Borhane Blili-Hamelin; Kurt D. Bollacker; Rishi Bomassani; et al. (CoRR, 2024)

A Data Perspective on Ethical Challenges in Voice Biometrics Research. - Anna Leschanowsky; Casandra Rusti; Carolyn Quinlan; Michaela Pnacek; Lauriane Gorce; Wiebke Hutiri (IEEE Trans. Biom. Behav. Identity Sci., 2025)

AILuminate: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons. - Shaona Ghosh; Heather Frase; Adina Williams; Sarah Luger; Paul Röttger; Fazl Barez; Sean McGregor; Kenneth Fricklas; Mala Kumar; Quentin Feuillade–Montixi; Kurt Bollacker; Felix Friedrich; et al. (CoRR, 2025)

TEDI: Trustworthy and Ethical Dataset Indicators to Analyze and Compare Dataset Documentation. - Wiebke Hutiri; Mircea Cimpoi; Morgan Klaus Scheuerman; Victoria Matthews; Alice Xiang (CoRR, 2025)

How to Evaluate Automatic Speech Recognition: Comparing Different Performance and Bias Measures. - Tanvina Patel; Wiebke Hutiri; Aaron Yi Ding; Odette Scharenborg (CoRR, 2025)