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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…
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…