33 citations · 34 across the 5 of their papers we have counts for
9 papers
Evaluation of Audio Language Models for Fairness, Safety, and Security
Ranya Aloufi, Srishti Gupta, Soumya Shaw +2
Audio large language models (ALLMs) have recently advanced spoken interaction by integrating speech processing with large language models. However, existing evaluations of fairness…
ClaritySpeech: Dementia Obfuscation in Speech
Dominika Woszczyk, Ranya Aloufi, Soteris Demetriou
Dementia, a neurodegenerative disease, alters speech patterns, creating communication barriers and raising privacy concerns. Current speech technologies, such as automatic speech t…
Prosody-Driven Privacy-Preserving Dementia Detection
Dominika Woszczyk, Ranya Aloufi, Soteris Demetriou
Speaker embeddings extracted from voice recordings have been proven valuable for dementia detection. However, by their nature, these embeddings contain identifiable information whi…
Low-Energy On-Device Personalization for MCUs
Yushan Huang, Ranya Aloufi, Xavier Cadet +3
Microcontroller Units (MCUs) are ideal platforms for edge applications due to their low cost and energy consumption, and are widely used in various applications, including personal…
A Tandem Framework Balancing Privacy and Security for Voice User Interfaces
Ranya Aloufi, Hamed Haddadi, David Boyle
Speech synthesis, voice cloning, and voice conversion techniques present severe privacy and security threats to users of voice user interfaces (VUIs). These techniques transform on…
Configurable Privacy-Preserving Automatic Speech Recognition
Ranya Aloufi, Hamed Haddadi, David Boyle
Voice assistive technologies have given rise to far-reaching privacy and security concerns. In this paper we investigate whether modular automatic speech recognition (ASR) can impr…