Speaker: Unax Murua Urizarbarrena. Abstract: This presentation covers two different projects using data and speech analysis. The first half focuses on building a machine learning model to predict sleep apnea within the INSPIRA project (Colaboration Network funded by the Comunidad… Read More
From Coding to Orchestration: Generative AI and the Changing Nature of Software Engineering Expertise
Speaker: Pilar Fernández Gallego. Abstract: Debates about the future of generative AI increasingly focus on its capacity to reshape economic and social structures by making complex, effort-intensive tasks more accessible, automated, and scalable. As with previous technological revolutions, these shifts… Read More
DISPLACE-M 2026 Challenge and the AUDIAS-UAM Speaker Diarization Systems
Speaker: Alicia Lozano Díez. Abstract: In this talk, I will present the main challenges faced when addressing the recent DISPLACE-M 2026 challenge. In particular, I will focus on Track 1, which addresses speaker diarization on a multilingual, code-mixed conversations between… Read More
DNA Cryptography, Fish Welfare, and HIF Binding Prediction. Three Topics, No Obvious Connection
Speaker: Elias Boudjella. Abstract: This presentation brings together intentionally distinct topics spanning computational biology and experimental systems. We first explore DNA-based cryptography through the use of a one-time pad, leveraging synthetic DNA as a medium for secure information storage and… Read More
Machine Learning for Hematological Data Modeling in Platelet-Rich Plasma
Speaker: Pedro Martí Picó Abstract: This presentation shares research results regarding the use of machine learning models for modeling Platelet-Rich Plasma data, conducted within the framework of the UAM-BioSmartData Chair.
Benchmarking Automatic Speech Recognition Tools for a Set of Languages
Speaker: William Fernando López Gavilánez. Abstract: Automatic speech recognition has advanced rapidly in recent years, yet fine-grained evaluation for Iberian languages remains limited. In this work, we benchmark several open-weights speech-to-text models across multiple Iberian languages (Basque, Catalan, Galician, Portuguese,… Read More
Kolmogorov-Arnold Networks (KANs)
Speaker: Doroteo Torre-Toledano. Abstract: The Kolmogorov-Arnold Representation Theorem, KART (1957-58), establishes that any multidimensional function can be expressed in terms of a finite set of binary additions and unidimensional functions. In practice this means that the only real multidimensional function… Read More
Distributed Acoustic Sensing and Artificial Intelligence for pipeline integrity threat detection
Speaker: Javier Tejedor Noguerales. Abstract: This talk presents an advanced system for the continuous monitoring of potential threats in a long gas pipeline. For signal acquisition, phase-sensitive optical time domain reflectometry technology is employed. Then, pattern recognition strategies are incorporated,… Read More
TidyVoice Challenge: Cross-Lingual Speaker Verification
Speaker: Sara Barahona Quirós. Abstract: Cross-lingual speaker verification remains a challenging problem due to variability in language, recording conditions, and speaker characteristics. In this talk, we present our participation in the new benchmark TidyVoice Challenge: Cross-Lingual Speaker Verification, associated with… Read More
An Introduction to Ethics, Risks and Safety in Artificial Intelligence
Speaker: Joaquín González Rodríguez. Abstract: With the omnipresence of AI in the media, it has become increasingly difficult to separate relevant information from background noise, with predictions ranging from utopian promises to apocalyptic scenarios. Moreover, much of the existing scientific… Read More