voice
General tools for voice analysis. The voice
package is
being developed to be an easy-to-use set of tools to deal with audio
analysis in R.
It is based on wrassp
,
tuneR
,
seewave
,
gm
, as
well as Parselmouth - a
Python library for the Praat software - and pyannote-audio -
an open-source toolkit written in Python for speaker diarization based
on PyTorch machine
learning framework.
More details may be found at https://cran.r-project.org/package=voice.
The following steps were used to configure github.com/filipezabala/voice
on Ubuntu 20.04 LTS (Focal
Fossa). Note the software versions during installation,
inconsistency reporting is welcome.
> Without the following Python items 3 and 10, you may run all the
functions except poetry
and
extract_features_py
, that run respectively pyannote-audio and
Parselmouth.
Command line tool and library for transferring data with URLs. Find the latest version at https://curl.se/download.html. At terminal run:
# removing (if necessary) old curl installation
sudo apt remove curl
sudo apt purge curl
# removing (if necessary) the /cdrom folder
sudo sed -i '/cdrom/d' /etc/apt/sources.list
# installing dependencies
sudo apt-get update
sudo apt-get install -y libssl-dev autoconf libtool make
cd /usr/local/src
rm -rf curl*
# downloading latest version (check before install!)
sudo wget https://curl.se/download/curl-7.81.0.zip
sudo unzip curl-7.81.0.zip
cd curl-7.81.0
sudo apt-get install autoconf
sudo autoreconf -fi
sudo ./configure --with-ssl
sudo make
sudo make install
# update the system’s binaries and symbol lookup
sudo cp /usr/local/bin/curl /usr/bin/curl
curl -V
You may take a look at this
post if you have a message like
WARNING: curl and libcurl versions do not match. Functionality may be affected.
Git is a free and open source distributed version control system.
sudo apt-get update
sudo apt-get install git-all
pip is the package installer for Python.
sudo apt-get update
sudo apt-get install python3-pip
pip3 --version
ffmpeg is a cross-platform solution to record, convert and stream audio and video.
sudo apt-get update
sudo apt-get install ffmpeg
sudo apt-get update
sudo apt-get install portaudio19-dev libasound2-dev libfontconfig1-dev libmagick++-dev libxml2-dev libharfbuzz-dev libfribidi-dev libgdal-dev
sudo rm -Rf /usr/local/lib/R/site-library/00LOCK-digest
sudo apt-get update
sudo apt-get install cmake cmake-doc ninja-build
MuseScore is an open source notation software.
sudo add-apt-repository ppa:mscore-ubuntu/mscore-stable
sudo apt-get update
sudo apt-get install musescore
R is a free software environment for statistical computing and
graphics. To find out your Ubuntu distribution use
lsb_release -a
at terminal.
sudo sh -c 'echo "deb https://cloud.r-project.org/bin/linux/ubuntu focal-cran40/" >> /etc/apt/sources.list.d/cran.list'
sudo apt-key adv --keyserver keyserver.ubuntu.com --recv-keys E084DAB9
sudo apt-key adv --keyserver keyserver.ubuntu.com --recv-keys 51716619E084DAB9
gpg -a --export E084DAB9 | sudo apt-key add -
sudo add-apt-repository ppa:c2d4u.team/c2d4u4.0+
sudo apt-get update && sudo apt-get upgrade
sudo apt-get install r-base
sudo apt-get install r-base-dev
RStudio is an Integrated Development Environment (IDE) for R. Check for updates here.
sudo apt-get update
sudo apt-get install gdebi-core
wget https://download2.rstudio.org/server/bionic/amd64/rstudio-server-2021.09.2-382-amd64.deb
sudo gdebi rstudio-server-2021.09.2-382-amd64.deb
“Packages are the fundamental units of reproducible R code.” Hadley Wickham and Jennifer Bryan. The installation may take several minutes. At terminal run:
sudo R
Running R as super user paste the following, row by row:
<- Sys.time()
ini <- c('audio','BART','devtools','e1071','ellipse','foreach','ggfortify','RColorBrewer','reticulate','R.utils','seewave','tidyverse','tuneR','VIM','voice','wrassp')
packs install.packages(packs, dep = T); Sys.time()-ini
update.packages(ask = F); Sys.time()-ini
::install_github('egenn/music'); Sys.time()-ini
devtools::install_github('flujoo/gm'); Sys.time()-ini
devtools<- 'http://www.rob-mcculloch.org/chm/nonlinvarsel_0.0.1.9001.tar.gz'
url download.file(url, destfile = 'temp')
install.packages('temp', repos = NULL, type='source')
To configure the gm
package.
::edit_r_environ() usethis
Add the line MUSESCORE_PATH=/usr/bin/mscore
to
/root/.Renviron
file. To exit use :wq
at VI.
Save and restart the R/RStudio session.
Miniconda is a free minimal installer for conda, an open source package,
dependency and environment management system for any language—Python, R,
Ruby, Lua, Scala, Java, JavaScript, C/ C++, FORTRAN and more, that runs
on Windows, macOS and Linux.
Follow the instructions at
https://docs.conda.io/en/latest/miniconda.html.
At terminal:
cd ~/Downloads/
wget -r -np -k https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh
cd repo.anaconda.com/miniconda/
bash Miniconda3-latest-Linux-x86_64.sh
Do you accept the license terms? [yes|no] yes
.
Miniconda3 will now be installed into this location: /home/user/miniconda3 [ENTER]
Do you wish the installer to initialize Miniconda3 by running conda
init? yes
.
Close and reopen terminal.
conda update -n base -c defaults conda
The following packages will be INSTALLED/REMOVED/UPDATED/DOWNGRADED:…
Proceed ([y]/n)? y
conda create -n pyvoice38 python=3.8
The following (NEW) packages will be downloaded/INSTALLED:… Proceed
([y]/n)? y
conda activate pyvoice38
pip3 install -r https://raw.githubusercontent.com/filipezabala/voice/master/requirements.txt
The following steps were used to configure github.com/filipezabala/voice
on MacOS Ventura.
Note the software versions during installation, inconsistency reporting
is welcome.
If the error “The package %@ is missing or invalid” appears during the
upgrading from MacOS Catalina to Big Sur, press simultaneously
command + option + p + r
at restart. The processes may be
accompanied using the keys
command + space 'Activity Monitor'
.
> Without the following Python items 3 and 11, you may run all the
functions except poetry
and
extract_features_py
, that run respectively pyannote-audio and
Parselmouth.
Hardware
. MacBook Air (13-inch, 2017)
. Processor 1.8 GHz Dual-Core Intel Core i5
. Memory 8GB 1600 MHz DDR3
. Graphics Intel HD Graphics 6000 1536 MB
Install Homebrew, ‘The Missing Package Manager for macOS (or Linux)’
and remember to brew doctor
eventually. At terminal
(command + space 'terminal'
) run:
/bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/HEAD/install.sh)"
sudo chown -R $(whoami) /usr/local/lib/pkgconfig /usr/local/share/info /usr/local/share/man/man3 /usr/local/share/man/man5
chmod u+w /usr/local/lib/pkgconfig /usr/local/share/info /usr/local/share/man/man3 /usr/local/share/man/man5
GNU Wget is a free software package for retrieving files using HTTP, HTTPS, FTP and FTPS, the most widely used Internet protocols. It is a non-interactive commandline tool, so it may easily be called from scripts, cron jobs, terminals without X-Windows support, etc.
brew install wget
Python is a programming language that integrate systems. According to this post, it is recommended to install Python 3.8 and 3.9 and make it consistent.
brew install [email protected]
brew install [email protected]
brew unlink [email protected]
brew unlink [email protected]
brew link [email protected]
echo 'export PATH="/usr/local/opt/[email protected]/bin:$PATH"' >> ~/.zshrc
python3 --version
pip3 --version
ffmpeg is a cross-platform solution to record, convert and stream audio and video. The installation may take several minutes.
brew install ffmpeg
The XQuartz project is an open-source effort to develop a version of the X.Org X Window System that runs on macOS.
. Download and run
https://github.com/XQuartz/XQuartz/releases/download/XQuartz-2.8.1/XQuartz-2.8.1.dmg
. Will take 319.2 MB of disk space
. Send XQuartz-2.8.1.dmg to Trash
You may prefer to proceed using the installer, see documentation.
wget https://github.com/macports/macports-base/releases/download/v2.7.2/MacPorts-2.7.2.tar.bz2
tar xjvf MacPorts-2.7.2.tar.bz2
cd MacPorts-2.7.2
cd ../; rm -rf MacPorts-2.7.2*
sudo nano /etc/paths
Add the following lines at the end of the file.
/opt/local/bin
/opt/local/sbin
Use Ctrl+O and return to save the file and Ctrl+X to cloe nano editor. Reboot your terminal.
sudo port selfupdate && sudo port upgrade tcllib
sudo port install tcllib
MuseScore is an open source notation software.
. Download and run https://musescore.org/en/download/musescore.dmg
. Drag MuseScore 3 to Applications folder
. Will take 314 MB of disk space
. Unmount MuseScore-3.6.2 virtual disk and send
MuseScore-3.6.2.548020600.dmg to Trash
R is a free software environment for statistical computing and
graphics.
. Download and run
https://cloud.r-project.org/bin/macosx/base/R-4.2.0.pkg
. Will take around 180 MB of disk space
. Send R-4.2.0.pkg to Trash
RStudio is an Integrated Development Environment (IDE) for R.
. Download and run
https://download1.rstudio.org/desktop/macos/RStudio-2022.02.3-492.dmg
. Drag RStudio to Applications folder
. Will take around 770 MB of disk space
. Unmount RStudio virtual disk and send RStudio-2022.02.3-492.dmg to
Trash
. Type command + space 'rstudio'
. Tools > Global Options… > Appearance > Merbivore (Restart
required)
“Packages are the fundamental units of reproducible R code.” Hadley Wickham and Jennifer Bryan. Type
command + space 'terminal'
sudo R
Running R as super user paste the following, row by row:
<- Sys.time()
ini <- c('audio','BART','devtools','e1071','ellipse','foreach','ggfortify','RColorBrewer','reticulate','R.utils','seewave','tidyverse','tuneR','VIM','voice','wrassp')
packs install.packages(packs, dep = T); Sys.time()-ini
update.packages(ask = F); Sys.time()-ini
::install_github('egenn/music'); Sys.time()-ini
devtools::install_github('flujoo/gm'); Sys.time()-ini
devtools<- 'http://www.rob-mcculloch.org/chm/nonlinvarsel_0.0.1.9001.tar.gz'
url download.file(url, destfile = 'temp')
install.packages('temp', repos = NULL, type='source')
Miniconda is a free minimal installer for conda, an open source package, dependency and environment management system for any language—Python, R, Ruby, Lua, Scala, Java, JavaScript, C/ C++, FORTRAN and more, that runs on Windows, macOS and Linux.
cd ~/Downloads
wget -r -np -k https://repo.anaconda.com/miniconda/Miniconda3-latest-MacOSX-x86_64.sh
cd repo.anaconda.com/miniconda/
bash Miniconda3-latest-MacOSX-x86_64.sh
Do you accept the license terms? [yes|no] yes
.
Miniconda3 will now be installed into this location: /Users/[your_user]/miniconda3 [ENTER]
Do you wish the installer to initialize Miniconda3 by running conda
init? yes
.
Close and reopen terminal.
export PATH="~/miniconda3/bin:$PATH"
conda update -n base -c defaults conda
The following packages will be INSTALLED/REMOVED/UPDATED/DOWNGRADED:…
Proceed ([y]/n)? y
conda create -n pyvoice38 python=3.8
The following (NEW) packages will be downloaded/INSTALLED:… Proceed
([y]/n)? y
Close and reopen terminal.
conda activate pyvoice38
pip3 install -r https://raw.githubusercontent.com/filipezabala/voice/master/requirements.txt