47 citations · 57 across the 13 of their papers we have counts for
3 papers · 1 filter
Towards Trustworthy Edge Intelligence: Insights from Voice-Activated Services
W. T. Hutiri, A. Y. Ding
In an age of surveillance capitalism, anchoring the design of emerging smart services in trustworthiness is urgent and important. Edge Intelligence, which brings together the field…
Design Guidelines for Inclusive Speaker Verification Evaluation Datasets
Wiebke Toussaint Hutiri, Lauriane Gorce, Aaron Yi Ding
Speaker verification (SV) provides billions of voice-enabled devices with access control, and ensures the security of voice-driven technologies. As a type of biometrics, it is nece…
Tiny, always-on and fragile: Bias propagation through design choices in on-device machine learning workflows
Wiebke Toussaint, Aaron Yi Ding, Fahim Kawsar +1
Billions of distributed, heterogeneous and resource constrained IoT devices deploy on-device machine learning (ML) for private, fast and offline inference on personal data. On-devi…