3 papers
eess.AS2026
Hierarchical Interpretable Multitask Audio Representation Learning: An Analysis of Event-Scene Relationships through the Information Bottleneck
Claudia Montero-Ramírez, Alba Martínez-Serrano, Carmen Peláez-Moreno
Joint Acoustic Scene Classification (ASC) and Audio Tagging (AT) models traditionally rely on unconstrained multihead architectures. However, this design ignores the natural hierar…
cs.CY2026
Building a Bridge between the Two Schools: Realizing a Practical Path to Include Literacy-based Skills within the STEM Curricula
Jorge Torres Gómez, Erika Gericke, Anton Rassõlkin +4
Developing students as well-rounded professionals is increasingly important for our modern society. Although there is a great consensus that technical and professional ("soft") ski…
eess.AS2024
Spatio-temporal Latent Representations for the Analysis of Acoustic Scenes in-the-wild
Claudia Montero-Ramírez, Esther Rituerto-González, Carmen Peláez-Moreno
In the field of acoustic scene analysis, this paper presents a novel approach to find spatio-temporal latent representations from in-the-wild audio data. By using WE-LIVE, an in-ho…