Wiebke Hutiri

According to our database, Wiebke Hutiri authored at least 19 papers between 2019 and 2024.

Collaborative distances:

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

2024

As Biased as You Measure: Methodological Pitfalls of Bias Evaluations in Speaker Verification Research.

Wiebke Hutiri, Tanvina Patel, Aaron Yi Ding, Odette Scharenborg

CoRR, 2024

Introducing v0.5 of the AI Safety Benchmark from MLCommons.

Bertie Vidgen, Adarsh Agrawal, Ahmed M. Ahmed, Victor Akinwande, Namir Al-Nuaimi, Najla Alfaraj, Elie Alhajjar, Lora Aroyo, Trupti Bavalatti, Borhane Blili-Hamelin, Kurt D. Bollacker, Rishi Bomassani, Marisa Ferrara Boston, Siméon Campos, Kal Chakra, Canyu Chen, Cody Coleman, Zacharie Delpierre Coudert, Leon Derczynski, Debojyoti Dutta, Ian Eisenberg, James Ezick, Heather Frase, Brian Fuller, Ram Gandikota, Agasthya Gangavarapu, Ananya Gangavarapu, James Gealy, Rajat Ghosh, James Goel, Usman Gohar, Subhra S. Goswami, Scott A. Hale, Wiebke Hutiri, Joseph Marvin Imperial, Surgan Jandial, Nick Judd, Felix Juefei-Xu, Foutse Khomh, Bhavya Kailkhura, Hannah Rose Kirk, Kevin Klyman, Chris Knotz, Michael Kuchnik, Shachi H. Kumar, Chris Lengerich, Bo Li, Zeyi Liao, Eileen Peters Long, Victor Lu, Yifan Mai, Priyanka Mary Mammen, Kelvin Manyeki, Sean McGregor, Virendra Mehta, Shafee Mohammed, Emanuel Moss, Lama Nachman, Dinesh Jinenhally Naganna, Amin Nikanjam, Besmira Nushi, Luis Oala, Iftach Orr, Alicia Parrish, Cigdem Patlak, William Pietri, Forough Poursabzi-Sangdeh, Eleonora Presani, Fabrizio Puletti, Paul Röttger, Saurav Sahay, Tim Santos, Nino Scherrer, Alice Schoenauer Sebag, Patrick Schramowski, Abolfazl Shahbazi, Vin Sharma, Xudong Shen, Vamsi Sistla, Leonard Tang, Davide Testuggine, Vithursan Thangarasa, Elizabeth Anne Watkins, Rebecca Weiss, Chris Welty, Tyler Wilbers, Adina Williams, Carole-Jean Wu, Poonam Yadav, Xianjun Yang, Yi Zeng, Wenhui Zhang, Fedor Zhdanov, Jiacheng Zhu, Percy Liang, Peter Mattson, Joaquin Vanschoren

CoRR, 2024

Not My Voice! A Taxonomy of Ethical and Safety Harms of Speech Generators.

Wiebke Hutiri, Orestis Papakyriakopoulos, Alice Xiang

Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024

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., November, 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

Benchmark Dataset Dynamics, Bias and Privacy Challenges in Voice Biometrics Research.

Casandra Rusti, Anna Leschanowsky, Carolyn Quinlan, Michaela Pnacekova, Lauriane Gorce, Wiebke Toussaint Hutiri

Proceedings of the IEEE International Joint Conference on Biometrics, 2023

2022

Design Guidelines for Inclusive Speaker Verification Evaluation Datasets.

Wiebke Toussaint, Lauriane Gorce, Aaron Yi Ding

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Bias in Automated Speaker Recognition.

Wiebke Toussaint Hutiri, Aaron Yi Ding

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

Towards Trustworthy Edge Intelligence: Insights from Voice-Activated Services.

Wiebke Toussaint Hutiri, Aaron Yi Ding

Proceedings of the IEEE International Conference on Services Computing, 2022

2021

SVEva Fair: A Framework for Evaluating Fairness in Speaker Verification.

Wiebke Toussaint, Aaron Yi Ding

CoRR, 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

Characterising the Role of Pre-Processing Parameters in Audio-based Embedded Machine Learning.

Wiebke Toussaint, Akhil Mathur, Aaron Yi Ding, Fahim Kawsar

Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021

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

Automating Cluster Analysis to Generate Customer Archetypes for Residential Energy Consumers in South Africa.

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, Víctor Vicente-Palacios

CoRR, 2020

Using competency questions to select optimal clustering structures for residential energy consumption patterns.

Wiebke Toussaint, Deshendran Moodley

CoRR, 2020

Identifying optimal clustering structures for residential energy consumption patterns using competency questions.

Wiebke Toussaint, Deshendran Moodley

Proceedings of the SAICSIT '20: Conference of the South African Institute of Computer Scientists and Information Technologists 2020, 2020

Machine Learning Systems in the IoT: Trustworthiness Trade-offs for Edge Intelligence.

Wiebke Toussaint, Aaron Yi Ding

Proceedings of the 2nd IEEE International Conference on Cognitive Machine Intelligence, 2020

2019

Comparison of clustering techniques for residential load profiles in South Africa.

Wiebke Toussaint, Deshendran Moodley

Proceedings of the South African Forum for Artificial Intelligence Research, 2019