kobrand/python_fingerprint_mpeg7

MPEG-7 based audio recognition algorithm

Python_Fingerprint_mpeg7

With this project I created a song recognition algorithm using the MPEG-7 standard for fingerprint calculation.

Further information about the algorithm can be found in "Research-Project_Music-Recognition-Using-Python_Konstantin-Brand.pdf"

Requirements

You need:

• python3,
• numpy
• scipy

install it via:

sudo apt-get install python3 python3-venv build-essential libblas-dev \
 liblapack-dev gfortran-4.9 libatlas-dev libatlas-base-dev

and:

sudo pip3 install numpy
sudo pip3 install scipy

Usage:

• calculate some fingerprints using:

fingerprint = calc_fingerprint(wavefile.wav)

• compare to other fingerprint

compare_file = 'path/to/fingerprint.csv'  # must be pre calculated before
comparison = np.loadtxt(compare_file, delimiter=",")
result = np.min(euclideanDistance(fingerprint, comparison))

compare it to other files and you will find what audio file it is most similar to with the over all minimum result

ToDo:

• finish caomparison with a database

python_fingerprint_mpeg7's Issues

Python_Fingerprtint_mpeg7

Python_Fingerprtint_mpeg7 -> Fingerprint