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Browsing Articles (Departament de Tecnologies de la Informació i les Comunicacions) by Author "Hazan, Amaury"

Browsing Articles (Departament de Tecnologies de la Informació i les Comunicacions) by Author "Hazan, Amaury"

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  • A Genetic rule-based expressive performance model for jazz saxophone
    Ramírez, Rafael,1966-; Hazan, Amaury; Maestre Gómez, Esteban; Serra, Xavier (MIT Press, 2008)
    We describe an evolutionary approach to inducing a generative model of expressive music performance for Jazz saxophone. We begin with a collection of audio recordings of real Jazz saxophone performances from which we extract ...
  • Computational models of music perception and cognition I: the perceptual and cognitive processing chain
    Purwins, Hendrik; Herrera Boyer, Perfecto, 1964-; Grachten, Maarten; Hazan, Amaury; Marxer Piñón, Ricard; Serra, Xavier (Elsevier, 2008)
    We present a review on perception and cognition models designed for or applicable to music. An emphasis is put on computational implementations. We include findings from different disciplines: neuroscience, psychology, ...
  • Computational models of music perception and cognition II: domain-specific music processing
    Purwins, Hendrik; Grachten, Maarten; Herrera Boyer, Perfecto, 1964-; Hazan, Amaury; Marxer Piñón, Ricard; Serra, Xavier (Elsevier, 2008)
    In Part I [Purwins H, Herrera P, Grachten M, Hazan A, Marxer R, Serra X. Computational models of music perception and cognition I: The perceptual and cognitive processing chain. Physics of Life Reviews 2008, in press, ...
  • Discovering Expressive Transformation Rules from Saxophone Jazz Performances
    Ramírez, Rafael,1966-; Hazan, Amaury; Gómez Gutiérrez, Emilia, 1975-; Maestre Gómez, Esteban; Serra, Xavier (Taylor & Francis (Routledge), 2005)
    If-then rules are one of the most expressive and intuitive knowledge representations and their application to represent musical knowledge raises particularly interesting questions. In this paper, we describe an approach ...
  • Model cortical responses for the detection of perceptual onsets and beat tracking in singing
    Coath, Martin; Denham, Susan L.; Smith, Leigh M.; Honing, Henkjan; Hazan, Amaury; Holonowicz, Piotr; Purwins, Hendrik (Taylor & Francis, 2009)
    We describe a biophysically motivated model of auditory salience based on a model of cortical responses and present results that show that the derived measure of salience can be used to identify the position of perceptual ...
  • What/when causal expectation modelling applied to audio signals
    Hazan, Amaury; Marxer Piñón, Ricard; Brossier, Paul; Purwins, Hendrik; Herrera Boyer, Perfecto, 1964-; Serra, Xavier (Taylor & Francis (Routledge), 2009)
    A causal system to represent a stream of music into musical events, and to generate further expected events, is presented. Starting from an auditory front-end that extracts low-level (i.e. MFCC) and mid-level features such ...

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