126 citations · 416 across the 20 of their papers we have counts for
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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…
Bias in Automated Speaker Recognition
Wiebke Toussaint Hutiri, Aaron Ding
Automated speaker recognition uses data processing to identify speakers by their voice. Today, automated speaker recognition is deployed on billions of smart devices and in service…
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…