multimodal-music-recommender

CS 4644 Project, developing a deep learning multimodal music recommender system. Read the paper here.

Setup

Requirements

To download all requirements, run:

pip3 install -r requirements.txt

To update the requirements file use pipreqs:

pip3 install pipreqs
python3 -m  pipreqs.pipreqs

Downloading the Million Song Dataset

To download the dataset used by this project, run:

chmod +x download_dataset.sh
./download_dataset.sh

This download does not download the full MSD, only the necessary files (tags, lyrics, metadata, user history)

To download the MSD subset, run:

chmod +x download_subset.sh
./download_subset.sh