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Efficient toolbox for computing combined time-frequency representations of audio signals.

Project description

ctfr

PyPI Python Versions Licence

Efficient toolbox for computing combined time-frequency representations of audio signals.

Table of contents


Documentation

See the ctfr documentation for more information about the package, including usage examples and the API reference.


Instalation

Using PyPI

The latest stable release is available on PyPI, and can be installed with the following command:

pip install ctfr

Note that this doesn’t install the plotting dependencies. To install with plotting included, run

pip install ctfr[display]

Development mode

If you want to make changes to ctfr, you can install it in editable mode with development dependencies by cloning or downloading the repository and running:

make dev

or

pip install -e .[dev]

When installing in this mode, Cython is a build dependency. If you have trouble running Cython, see this guide.

Note: When developing, .pyx files need to be recompiled in order for changes in them to take place. This can be done by running

make ext

or

python setup.py build_ext --inplace

Citing

If you use ctfr in your work or research, please cite following paper:

To be added.

Also, if you use a speficic combination method, please cite the corresponding paper(s). You can find the references for a specific method by running:

>>> ctfr.cite_method("fls")
M. do V. M. da Costa and L. W. P. Biscainho, The fast local sparsity method: A low-cost combination of time-frequency representations based on the hoyer sparsity, Journal of the Audio Engineering Society, vol. 70, no. 9, pp. 698707, Sep. 2022.

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