AI Generated Music Radio.
Mamba Music is a machine learning platform for music generation, powered by Tensorflow's state of the art Magenta models. Additionally, Mamba Art is generated by a Tensorflow Fast Neural Style Transfer model.
Our Platform:
Here's how Mamba Music looks. You can sign in with your Google account and select songs from 7 different artists (each artist is a different model). These songs can be downloaded, and you can thumbs-up/down a song, so our system will intelligently recommend you ones similar/dissimilar to previously rated songs!
Members:
cd mamba-frontend
npm install
npm startcd mamba-apiPython3.6 or above is required. Eventually, these models will be moved into a separate repository as a high level api for some of Tensorflow's Magenta models.
sudo apt-get update
sudo apt-get -y install build-essential libbz2-dev libasound2-dev libjack-dev libav-tools \
sox
cd mamba-magenta/mamba-magenta
sudo apt-get install fluidsynth
pip3 -r install requirements.txt
# to explicitly get tensorflow gpu:
pip3 uninstall tensorflow
pip3 install tensorflow-gpu==1.15.0
# usageTo get the Spotify API up and running, first create an app in Spotify. Make sure to specify the Spotify client ID and the Spotify client secret.
echo 'export SPOTIFY_CLIENT_ID="<id>"' >> ~/.bashrc
echo 'export SPOTIFY_CLIENT_SECRET="<id>"' >> ~/.bashrcsudo apt install jackd jack qjackctl openjdk-8-jdk
# gcloud python api.
pip3 install --upgrade google-cloud-storage
# get the gcloud cli
echo "deb [signed-by=/usr/share/keyrings/cloud.google.gpg] https://packages.cloud.google.com/apt cloud-sdk main" | sudo tee -a /etc/apt/sources.list.d/google-cloud-sdk.list
sudo apt-get install apt-transport-https ca-certificates gnupg
curl https://packages.cloud.google.com/apt/doc/apt-key.gpg | sudo apt-key --keyring /usr/share/keyrings/cloud.google.gpg add -
sudo apt-get update && sudo apt-get install google-cloud-sdk
# to get started
gcloud init
Fluidsynth configurations:
mkdir ~/.fluidsynth
cp /usr/share/sounds/sf2/FluidR3_GM.sf2 ~/.fluidsynth/default_sound_font.sf2If you want to use our awesome Salamander piano soundfount, go here. Download the sounfdount, and place it in
~/.fluidsynth/.
python3 mamba_magenta_api.py -a <artists> -g <genre> -t <temperature> -l <length> -n <numgenerations>
cd mamba-magenta/mamba-magenta/neural_style
./generate_art.sh
This command will generate pictures and put them in mamba-magenta/mamba-magenta/neural_style/generated.
Make sure to have pictures in mamba-magenta/mamba-magenta/neural_style/generated and mamba-magenta/mamba-magenta/neural_style/content.