Speaker: José Manuel de Frutos Porras. Abstract: Comparing probability distributions from samples is a fundamental problem in statistics and machine learning, particularly when working with implicit generative models whose densities cannot be evaluated. In this talk, I will present an… Read More
Fused Semantic-Speaker Retrieval from Speech Databases
Speaker: Jan Zdenek. Abstract: Semantic speech retrieval systems typically focus on semantic relevance, while speaker identity can provide an additional retrieval constraint in scenarios where users seek semantically relevant speech from a specific speaker. This paper investigates speaker-conditioned semantic speech… Read More
From Audio to Trustworthy AI: A Research Journey
Speaker: Patricia Alonso de Apellaniz Abstract: This talk traces a research journey from signal processing and audio-based machine learning to generative modeling, survival analysis, and trustworthy AI. It begins by exploring how early work on voice activity detection and audiovisual… Read More