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Browsing Congressos (Departament de Tecnologies de la Informació i les Comunicacions) by Subject "Unsupervised learning"

Browsing Congressos (Departament de Tecnologies de la Informació i les Comunicacions) by Subject "Unsupervised learning"

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  • Transfer learning from speech to music: towards language-sensitive emotion recognition models
    Gómez Cañón, Juan Sebastián; Cano, Estefanía; Herrera Boyer, Perfecto, 1964-; Gómez Gutiérrez, Emilia, 1975- (Institute of Electrical and Electronics Engineers (IEEE), 2021)
    In this study, we address emotion recognition using unsupervised feature learning from speech data, and test its transferability to music. Our approach is to pre-train models using speech in English and Mandarin, and then ...
  • Unsupervised classification of planning instances
    Segovia-Aguas, Javier; Jiménez, Sergio; Jonsson, Anders, 1973- (Association for the Advancement of Artificial Intelligence (AAAI), 2017)
    In this paper we introduce a novel approach for unsupervised classification of planning instances based on the recent formalism of planning programs. Our approach is inspired by structured prediction in machine learning, ...

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