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Visualitza Departament de Tecnologies de la Informació i les Comunicacions per matèria

Visualitza Departament de Tecnologies de la Informació i les Comunicacions per matèria "Classificació automàtica"

Ara mostrant els elements 1-4 de 4

Audio clip classification using social tags and the effect of tag expansion

Font Corbera, Frederic; Serrà Julià, Joan; Serra, Xavier (Audio Engineering Society, 2014)

Methods for automatic sound and music classification are of great value when trying to organise the large amounts of unstructured, user-contributed audio content uploaded to online sharing platforms. Currently, most of ...
Improved automatic instrumentation role classification and loop activation transcription

Drysdale, Jake; Hockman, Jason; Ramires, António; Serra, Xavier (Institute of Electrical and Electronics Engineers (IEEE), 2022)

Many electronic music (EM) genres are composed through the activation of short audio recordings of instruments designed for seamless repetition—or loops. In this work, loops of key structural groups such as bass, percussive ...
Incorporating features of distribution and progression for automatic Makam classification

Ünal, Erdem; Bozkurt, Baris; Karaosmanoğlu, M. Kemal (Universitat Pompeu Fabra, 2012)

Automatic classification of makams from symbolic data is a rarely studied topic. In this paper, first a review of an n-gram based approach is presented using various representations of the symbolic data. While a high degree ...
Multi-label music genre classification from audio, text and images using deep features

Oramas, Sergio; Nieto Caballero, Oriol; Barbieri, Francesco; Serra, Xavier (International Society for Music Information Retrieval (ISMIR), 2017)

Music genres allow to categorize musical items that share common characteristics. Although these categories are not mutually exclusive, most related research is traditionally focused on classifying tracks into a single ...