New trends in musical genre classification using optimum-path forest

Musical genre classification has been paramount in the last years, mainly in large multimedia datasets, in which new songs and genres can be added at every moment by anyone. In this context, we have seen the growing of musical recommendation systems, which can improve the benefits for several applications, such as social networks and collective musical libraries. In this work, we have introduced a recent machine learning technique named Optimum-Path Forest (OPF) for musical genre classification, which has been demonstrated to be similar to the state-of-the-art pattern recognition techniques, but much faster for some applications. Experiments in two public datasets were conducted against Support Vector Machines and a Bayesian classifier to show the validity of our work. In addition, we have executed an experiment using very recent hybrid feature selection techniques based on OPF to speed up feature extraction process. © 2011 International Society for Music Information Retrieval.

Mundo às avessas: mulheres carnavalescas na ótica dos filmes de chanchada e da imprensa na década de 1950

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)

Uma viagem pela intertextualidade em Reinações de Narizinho

Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)

As representações das mulheres no filme garotas e samba (1957)

Este artigo visa apresentar uma análise das representações femininas contidas no filme Garotas e Samba (1957), dirigido por Carlos Manga, por meio de seu enredo, personagens e marchinhas carnavalescas. Essa produção pertence ao gênero cinematográfico conhecido como chanchada, considerado um tipo de comédia musical que recebeu influências diversas, advindas do circo, do carnaval, do rádio, do teatro de variedades e do cinema estrangeiro. O carnaval representado no filme é o das músicas das rádios – principalmente das marchinhas carnavalescas, que favoreciam sátiras e inversões – e dos bailes de salão – onde eram utilizadas fantasias estilizadas e curtas, típicas do período. Este filme evidencia, de forma clara, o “mundo às avessas” apresentado pelas chanchadas, uma vez que as mulheres aparecem em uma posição muito mais ativa no espaço público em relação à situação real de grande parte das mulheres dos anos 1950. Não obstante, o filme expressou representações ora conservadoras, ora ousadas a respeito da mulher, demonstrando a ambiguidade de uma sociedade em fase de transição.

Projeto D.A.N.T.E: desenvolvimento artístico de uma narrativa tecnológica

This monograph discuss the postmodernity social reality issues, emphasizing cultural, communicational, technological and informational extents. Via data collection through specific literature, and sources of different medias( internet, books, comic books, movies, novels, sociological, informational, technological, communicational and humanistic theories) behavioral patterns could be analyzed and the postmodern technological,informational and communicational reality as well, and how they mutually influence the “digital culture” construction (also called cyberculture). The results of this research were used to build a narrative which suits the new culture in development both in shape and in content: the scrip “Hotel Seol”. Therefore, “Hotel Seol” is consisted of an interactive and hypermedia narrative, in which the main reference sources are the study mentioned above, cyberpunk science fiction genre and “Hell”-first part of the book “Divine Comedy”, by DanteAlighieri

Exploring different approaches for music genre classification

In this letter, we present different approaches for music genre classification. The proposed techniques, which are composed of a feature extraction stage followed by a classification procedure, explore both the variations of parameters used as input and the classifier architecture. Tests were carried out with three styles of music, namely blues, classical, and lounge, which are considered informally by some musicians as being “big dividers” among music genres, showing the efficacy of the proposed algorithms and establishing a relationship between the relevance of each set of parameters for each music style and each classifier. In contrast to other works, entropies and fractal dimensions are the features adopted for the classifications.

Working with undergraduate students of Translation with a genre-based approach

Research articles in national and international journals provide abstracts usually written in English. This paper discusses the importance of working with this sub-genre with future researchers and translators during their university years. Two concepts of genre are presented (SWALES, 1990; BATHIA, 1993), as well as an approach on how to introduce academic genre to undergraduate students. After applying this approach to a mini-course about academic writing, we have noted that translation students have been more attentive to the way they deal with texts based on communicative purposes, tasks, target readers and language.

Pérola gera arte: (re)ações entre gêneros

This paper is part of a larger project. The purpose of this paper is to discuss the movie Girl With a Pearl Earring (2003) by Peter Webber using the theoretical perspective of dialogue from the Bakhtin Circle, Medved, Volochinov. The multidisciplinary and interartistic potential of cinema is considered in this paper when the linguistic organization and the translinguistic elements in the corpus are focused on and understood as an example of cinema genre as discussed in the Russian Circle. The study of the ways of incorporation of different genericities by cinema, illustrated by the dialogues between the pictorial genre, the novel and the movies contribute to the recognition of the cinema as a genre that is composed by the incorporation of other genres. The construction of the cinematographic work in analysis will be regarded in its architectonic (form, content and style) and in the activity field in which it circulates.