Wiebke Toussaint

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 15

Top Topics

Speaker Verification

Machine Learning Systems

Electricity Consumption

Top Venues

Publications

Wiebke Toussaint, Aaron Yi Ding
Bias in Automated Speaker Recognition. CoRR (2022)
Wiebke Toussaint, Akhil Mathur, Fahim Kawsar, Aaron Yi Ding
Tiny, always-on and fragile: Bias propagation through design choices in on-device machine learning workflows. CoRR (2022)
Wiebke Toussaint, Lauriane Gorce, Aaron Yi Ding
Design Guidelines for Inclusive Speaker Verification Evaluation Datasets. INTERSPEECH (2022)
Wiebke Toussaint, Aaron Yi Ding
SVEva Fair: A Framework for Evaluating Fairness in Speaker Verification. CoRR (2021)
Wiebke Toussaint, Akhil Mathur, Aaron Yi Ding, Fahim Kawsar
Characterising the Role of Pre-Processing Parameters in Audio-based Embedded Machine Learning. SenSys (2021)
Wiebke Toussaint, Alejandra Gomez Ortega, Jered Vroon, Julian Harty, Gürkan Solmaz, Olya Kudina, Ella Peltonen, Jacky Bourgeois, Aaron Yi Ding
Design Considerations for Data Daemons: Co-creating Design Futures to Explore Ethical Personal Data Management. CoRR (2021)
Wiebke Toussaint, Deshendran Moodley
Using competency questions to select optimal clustering structures for residential energy consumption patterns. CoRR (2020)
Wiebke Toussaint, Aaron Yi Ding
Machine Learning Systems for Intelligent Services in the IoT: A Survey. CoRR (2020)
Wiebke Toussaint, Aaron Yi Ding
Machine Learning Systems in the IoT: Trustworthiness Trade-offs for Edge Intelligence. CoRR (2020)
Wiebke Toussaint, Deshendran Moodley
Identifying optimal clustering structures for residential energy consumption patterns using competency questions. SAICSIT (2020)
Wiebke Toussaint, Deshendran Moodley
Automating Cluster Analysis to Generate Customer Archetypes for Residential Energy Consumers in South Africa. CoRR (2020)
Wiebke Toussaint, Deshendran Moodley
Clustering Residential Electricity Consumption Data to Create Archetypes that Capture Household Behaviour in South Africa. South Afr. Comput. J. 32 (2) (2020)
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, P. Ignacio Dorado-Díaz, Víctor Vicente-Palacios
Design Considerations for High Impact, Automated Echocardiogram Analysis. CoRR (2020)
Wiebke Toussaint, Aaron Yi Ding
Machine Learning Systems in the IoT: Trustworthiness Trade-offs for Edge Intelligence. CogMI (2020)
Wiebke Toussaint, Deshendran Moodley
Comparison of clustering techniques for residential load profiles in South Africa. FAIR (2019)