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A wrapper around the partial-tracking library Loris

Project description

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loristrck is a wrapper for the C++ partial-tracking library Loris.

It is written in cython and targets python 3 (>= 3.8 at the moment). The source of the library is included as part of the project and does not need to be installed previously.

Documentation

https://loristrck.readthedocs.io


Installation

pip install loristrck

Install from source in Windows

You need to have Visual Studio installed

# From a Developer Powershell
python scripts/prepare_windows_build.py

# From a normal prompt
pip install .

Usage

import loristrck as lt

samples, sr = lt.sndreadmono("/path/to/sndfile.wav")
partials = lt.analyze(samples, sr, resolution=60)
# partials is a python list of numpy arrays
# select a subset of most significant partials
selected, noise = lt.select(partials, mindur=0.02, maxfreq=12000, minamp=-60, minbp=2)
# print each partial as data
for partial in selected:
    print(partial)
# plot selected partials
lt.plot_partials(selected)
# now resynthesize both parts separately
lt.partials_render(selected, outfile="selected.wav")
lt.partials_render(noise, outfile="noise.wav")

Each partial will be a numpy array of shape = (numbreakpoints, 5) with the columns:

time, frequency, amplitude, phase, bandwidth

See the example scripts in bin for more complete examples

Author

Eduardo Moguillansky

eduardo dot moguillansky @ gmail dot com

License

GPL

Project details


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