%global __brp_check_rpaths %{nil} %global packname soundClass %global packver 0.0.9.2 %global rlibdir /usr/local/lib/R/library Name: R-CRAN-%{packname} Version: 0.0.9.2 Release: 1%{?dist}%{?buildtag} Summary: Sound Classification Using Convolutional Neural Networks License: GPL-3 URL: https://cran.r-project.org/package=%{packname} Source0: %{url}&version=%{packver}#/%{packname}_%{packver}.tar.gz BuildRequires: R-devel Requires: R-core BuildArch: noarch BuildRequires: R-CRAN-shinyBS BuildRequires: R-CRAN-htmltools BuildRequires: R-CRAN-seewave BuildRequires: R-CRAN-DBI BuildRequires: R-CRAN-dplyr BuildRequires: R-CRAN-dbplyr BuildRequires: R-CRAN-RSQLite BuildRequires: R-CRAN-signal BuildRequires: R-CRAN-tuneR BuildRequires: R-CRAN-zoo BuildRequires: R-CRAN-magrittr BuildRequires: R-CRAN-shinyFiles BuildRequires: R-CRAN-shiny BuildRequires: R-utils BuildRequires: R-graphics BuildRequires: R-CRAN-generics BuildRequires: R-CRAN-keras BuildRequires: R-CRAN-shinyjs Requires: R-CRAN-shinyBS Requires: R-CRAN-htmltools Requires: R-CRAN-seewave Requires: R-CRAN-DBI Requires: R-CRAN-dplyr Requires: R-CRAN-dbplyr Requires: R-CRAN-RSQLite Requires: R-CRAN-signal Requires: R-CRAN-tuneR Requires: R-CRAN-zoo Requires: R-CRAN-magrittr Requires: R-CRAN-shinyFiles Requires: R-CRAN-shiny Requires: R-utils Requires: R-graphics Requires: R-CRAN-generics Requires: R-CRAN-keras Requires: R-CRAN-shinyjs %description Provides an all-in-one solution for automatic classification of sound events using convolutional neural networks (CNN). The main purpose is to provide a sound classification workflow, from annotating sound events in recordings to training and automating model usage in real-life situations. Using the package requires a pre-compiled collection of recordings with sound events of interest and it can be employed for: 1) Annotation: create a database of annotated recordings, 2) Training: prepare train data from annotated recordings and fit CNN models, 3) Classification: automate the use of the fitted model for classifying new recordings. By using automatic feature selection and a user-friendly GUI for managing data and training/deploying models, this package is intended to be used by a broad audience as it does not require specific expertise in statistics, programming or sound analysis. Please refer to the vignette for further information. Gibb, R., et al. (2019) Mac Aodha, O., et al. (2018) Stowell, D., et al. (2019) LeCun, Y., et al. (2012) . %prep %setup -q -c -n %{packname} # fix end of executable files find -type f -executable -exec grep -Iq . {} \; -exec sed -i -e '$a\' {} \; # prevent binary stripping [ -d %{packname}/src ] && find %{packname}/src -type f -exec \ sed -i 's@/usr/bin/strip@/usr/bin/true@g' {} \; || true [ -d %{packname}/src ] && find %{packname}/src/Make* -type f -exec \ sed -i 's@-g0@@g' {} \; || true # don't allow local prefix in executable scripts find -type f -executable -exec sed -Ei 's@#!( )*/usr/local/bin@#!/usr/bin@g' {} \; %build %install mkdir -p %{buildroot}%{rlibdir} %{_bindir}/R CMD INSTALL -l %{buildroot}%{rlibdir} %{packname} test -d %{packname}/src && (cd %{packname}/src; rm -f *.o *.so) rm -f %{buildroot}%{rlibdir}/R.css # remove buildroot from installed files find %{buildroot}%{rlibdir} -type f -exec sed -i "s@%{buildroot}@@g" {} \; %files %{rlibdir}/%{packname}