Speaker embeddings are ubiquitous, with applications ranging from speaker recognition
and diarization to speech synthesis and voice anonymization. The amount of information …

Visual analysis tasks, including crowd management, often require resource-intensive
machine learning models, posing challenges for deployment on edge hardware …