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eess.AS2025
Safeguarding Privacy in Edge Speech Understanding with Tiny Foundation Models
Afsara Benazir, Felix Xiaozhu Lin
Robust speech recognition systems rely on cloud service providers for inference. It needs to ensure that an untrustworthy provider cannot deduce the sensitive content in speech. Sa…
eess.AS2024
Speech Understanding on Tiny Devices with A Learning Cache
Afsara Benazir, Zhiming Xu, Felix Xiaozhu Lin
This paper addresses spoken language understanding (SLU) on microcontroller-like embedded devices, integrating on-device execution with cloud offloading in a novel fashion. We leve…