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Audio Source Separation

Separating vocals and instruments from music clips with deep learning models

Project python path setup

Remember to add project root absolute path (top-level directory of this project) to environment variable $PYTHONPATH

source pythonpath.sh

Download DSD100 dataset

python3 fetch_dsd100.py

the DSD100.zip will be downloaded in data directory and unzip

Generate tensorflow dataset

python3 generate_dataset.py

options: -t [stft, logstft]

default is STFT transform