Music Genre Classification
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Recent papers in Music Genre Classification
La musica si offre al nostro orecchio e al nostro esserne gli interpreti bilanciando sempre quelle che sembrano essere le sue due qualità distintive e contrapposte: l’ineffabilità e la capacità di comunicare sensazioni, atmosfere, storie... more
We present a new approach for classifying mpeg-2 video sequences as 'cartoon' or 'non-cartoon' by analyzing specific video and audio features of consecutive frames in real-time. This is part of the well-known video-genre-... more
Este artículo propone una reformulación de las teorías sobre géneros musicales en músicas populares urbanas de acuerdo a la concepción de la genealogía que Michel Foucault establece en base a la obra de Friedrich Nietzsche. Para probar la... more
In this article a number of musical features are extracted from a large musical database and these were subsequently used to build four composer-classification models. The first two models, an if–then rule set and a decision tree, result... more
This paper discusses the results of the MIREX 2005 symbolic genre classification contest and describes the Bodhidharma system, which attained the highest classification success rates in all four of the evaluated categories. Five systems... more
The concept of Raga and Tala is integral part of Indian Classical music. Raga is the melodic component while Tala is the rhythmic component in the music. Hence, Tala classification and identification is a paramount problem in the area of... more
PUNK 3 (2) pp. 147–158 Intellect Limited 2014 Punk & Post-Punk Volume 3 Number 2 © 2014 Intellect Ltd Article. English language. doi: 10.1386/punk.3.2.147_1 Foetus-art-terrorism: Deciphering genre, intertextuality and noise in J. G.... more
MA Thesis. Supervision: Jerrold Levinson (U. of Maryland) and Julien Deonna (U. of Geneva). This essay is a conceptual analysis on the nature of musical genres. The main points are that they can be considered as objective social objects... more
The concept of Raga and Tala is integral part of Indian Classical music. Raga is the melodic component while Tala is the rhythmic component in the music. Hence, Tala classification and identification is a paramount problem in the area of... more
Music genre classification is one of the sub-disciplines of music information retrieval (MIR) with growing popularity among researchers, mainly due to the already open challenges. Although research has been prolific in terms of number of... more
We present a new genre classification framework using both low-level signal-based features and high-level harmony features. A state-of-the-art statistical genre classifier based on timbral features is extended using a first-order random... more
While it is clear that the full emotional effect of a movie scene is carried through the successful interpretation of audio and visual information, music still carries a significant impact for interpretation of the director's intent and... more
El estudio de la dimensión temporal de los géneros musicales es uno de los aspectos menos trabajados de los estudios sobre músicas populares urbanas. Más allá de puntuales referencias al carácter dinámico de los géneros musicales, pocos... more
This paper presents a novel approach to the task of automatic music genre classification which is based on multiple feature vectors and ensemble of classifiers. Multiple feature vectors are extracted from a single music piece. First,... more
This chapter explores how Italian music magazines covered a music genre - the folk revival - which rose to prominence during the mid-1970s. It explores magazines' competing coverage strategies and critics' struggle over the... more
We present a new approach for classifying mpeg-2 video sequences as 'cartoon' or 'non-cartoon' by analyzing specific color, texture and motion features of consecutive frames in real-time. This is part of the well-known... more
The indie classical genre is generally used to describe the music that follows certain classical music practices but is produced and distributed through independent record labels. The term was brought into widespread circulation by New... more