7 citations · 12 across the 2 of their papers we have counts for
5 papers
WEMAC: Women and Emotion Multi-modal Affective Computing dataset
Jose A. Miranda, Esther Rituerto-González, Laura Gutiérrez-Martín +6
Among the seventeen Sustainable Development Goals (SDGs) proposed within the 2030 Agenda and adopted by all the United Nations member states, the Fifth SDG is a call for action to…
End-to-end Recurrent Denoising Autoencoder Embeddings for Speaker Identification
Esther Rituerto-González, Carmen Peláez-Moreno
Speech 'in-the-wild' is a handicap for speaker recognition systems due to the variability induced by real-life conditions, such as environmental noise and the emotional state of th…
The case for shifting the Renyi Entropy
Francisco José Valverde-Albacete, Carmen Peláez-Moreno
We introduce a variant of the Rényi entropy definition that aligns it with the well-known Hölder mean: in the new formulation, the r-th order Rényi Entropy is the logarithm of the…
Assessing Information Transmission in Data Transformations with the Channel Multivariate Entropy Triangle
Francisco J. Valverde-Albacete, Carmen Peláez-Moreno
Data transformation, e.g. feature transformation and selection, is an integral part of any machine learning procedure. In this paper we introduce an information-theoretic model and…
Entropy operates in non-linear semifields
Francisco J. Valverde-Albacete, Carmen Peláez-Moreno
We set out to demonstrate that the Rényi entropies with parameter are better thought of as operating in a type of non-linear semiring called a positive semifield. We show how t…