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Olá! Tudo bem? Eu sou a Bruna, e talvez você já me conheça de algum grupo de R no Telegram ou Facebook, ou mesmo pelo meu outro pacote, o vagalumeR. Eu estou prestes a me formar em Estatística na UFPR, e esse post vai ter muito a ver com o tema do meu trabalho de conclusão de curso, que está sendo feito sob orientação do Professor Walmes Zeviani. Recentemente, eu fiz a primeira versão do pacote do meu TCC, o chorrrds.

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The website https://www.vagalume.com.br is where we can obtain information about songs and their lyrics (with translations, when they’re not in portuguese). This same website has an API, which can be accessed in R, through the vagalumeR package. Here, we have some demonstrations about the functionalities of the package, focusing on the analysis of music lyrics. # Package loading library(vagalumeR) library(tidyverse) library(tm) library(lattice) library(lexiconPT) library(latticeExtra) library(wordcloud) library(networkD3) packageVersion("vagalumeR") [1] '0.

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Projects

Music Information Retrieval in R

Music information retrieval is the field that develops and applies computational tools combined with music theory. The area intends to amplify the understanding and utility of music data. With that in mind, the goal of this project is to provide the implementation to many different music information retrival techniques in R. The topics involve since packages for music data extraction, tools for data exploration and probabalistic modelling, including deep learning.

Non Linear Modelling

The goal of this project is to develop a complete framework in R for the use of non linear models. It includes a dashboard for the interactive visualization of all the present models, along with other functions, also useful for the fit of these models.

Shiny Applications for Teaching & Learning

The objective of this project is get together students, teachers, professionals and researchers interested in the study and building of Shiny applications. The motivation comes from the understanding that the learning of statistics, mathematics and other subjects can be facilitated with the use of interactive tools, such as Shiny applications.

Packages

Currently, I have two packages on CRAN

They have the same subject: music data. vagalumeR is the package that extracts music lyrics from the Vagalume API. The second package, chorrrds, extracts music chords from the CifraClub website, through web scraping.

Both these packages are in constantly development, are their most recent ones will be always available first at my github.

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