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        "author": "Brian McFee",
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            "License :: OSI Approved :: ISC License (ISCL)",
            "Programming Language :: Python",
            "Programming Language :: Python :: 2",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.4",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: 3.7",
            "Topic :: Multimedia :: Sound/Audio :: Analysis"
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        "description": "librosa\n=======\nA python package for music and audio analysis.  \n\n[![PyPI](https://img.shields.io/pypi/v/librosa.svg)](https://pypi.python.org/pypi/librosa)\n[![Anaconda-Server Badge](https://anaconda.org/conda-forge/librosa/badges/version.svg)](https://anaconda.org/conda-forge/librosa)\n[![License](https://img.shields.io/pypi/l/librosa.svg)](https://github.com/librosa/librosa/blob/master/LICENSE.md)\n[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.591533.svg)](https://doi.org/10.5281/zenodo.591533)\n\n[![Build Status](https://travis-ci.org/librosa/librosa.png?branch=master)](http://travis-ci.org/librosa/librosa?branch=master)\n[![Build status](https://ci.appveyor.com/api/projects/status/8i1hhr8yj78195xf?svg=true)](https://ci.appveyor.com/project/bmcfee/librosa)\n[![Coverage Status](https://coveralls.io/repos/librosa/librosa/badge.svg?branch=master)](https://coveralls.io/r/librosa/librosa?branch=master)\n\n\nDocumentation\n-------------\nSee http://librosa.github.io/librosa/ for a complete reference manual and introductory tutorials.\n\n\nDemonstration notebooks\n-----------------------\nWhat does librosa do?  Here are some quick demonstrations:\n\n* [Introduction notebook](http://nbviewer.ipython.org/github/librosa/librosa/blob/master/examples/LibROSA%20demo.ipynb): a brief introduction to some commonly used features.\n* [Decomposition and IPython integration](http://nbviewer.ipython.org/github/librosa/librosa/blob/master/examples/LibROSA%20audio%20effects%20and%20playback.ipynb): an intermediate demonstration, illustrating how to process and play back sound\n\n\nInstallation\n------------\n\nThe latest stable release is available on PyPI, and you can install it by saying\n```\npip install librosa\n```\n\nAnaconda users can install using ``conda-forge``:\n```\nconda install -c conda-forge librosa\n```\n\nTo build librosa from source, say `python setup.py build`.\nThen, to install librosa, say `python setup.py install`.\nIf all went well, you should be able to execute the demo scripts under `examples/`\n(OS X users should follow the installation guide given below).\n\nAlternatively, you can download or clone the repository and use `pip` to handle dependencies:\n\n```\nunzip librosa.zip\npip install -e librosa\n```\nor\n```\ngit clone https://github.com/librosa/librosa.git\npip install -e librosa\n```\n\nBy calling `pip list` you should see `librosa` now as an installed package:\n```\nlibrosa (0.x.x, /path/to/librosa)\n```\n\n### Hints for the Installation\n\n`librosa` uses `soundfile` and `audioread` to load audio files.\nNote that `soundfile` does not currently support MP3, which will cause librosa to\nfall back on the `audioread` library.\n\n#### soundfile\n\nIf you're using `conda` to install librosa, then most audio coding dependencies (except MP3) will be handled automatically.\n\nIf you're using `pip` on a Linux environment, you may need to install `libsndfile`\nmanually.  Please refer to the [SoundFile installation documentation](https://pysoundfile.readthedocs.io/#installation) for details.\n\n#### audioread and MP3 support\n\nTo fuel `audioread` with more audio-decoding power (e.g., for reading MP3 files),\nyou may need to install either *ffmpeg* or *GStreamer*.\n\n*Note that on some platforms, `audioread` needs at least one of the programs to work properly.*\n\nIf you are using Anaconda, install *ffmpeg* by calling\n```\nconda install -c conda-forge ffmpeg\n```\n\nIf you are not using Anaconda, here are some common commands for different operating systems:\n\n* Linux (apt-get): `apt-get install ffmpeg` or `apt-get install gstreamer1.0-plugins-base gstreamer1.0-plugins-ugly`\n* Linux (yum): `yum install ffmpeg` or `yum install gstreamer1.0-plugins-base gstreamer1.0-plugins-ugly`\n* Mac: `brew install ffmpeg` or `brew install gstreamer`\n* Windows: download binaries from this [website]( https://gstreamer.freedesktop.org/) \n\nFor GStreamer, you also need to install the Python bindings with \n```\npip install pygobject\n```\n\nDiscussion\n----------\n\nPlease direct non-development questions and discussion topics to our web forum at\nhttps://groups.google.com/forum/#!forum/librosa\n\n\nCiting\n------\n\nIf you want to cite librosa in a scholarly work, there are two ways to do it.\n\n- If you are using the library for your work, for the sake of reproducibility, please cite\n  the version you used as indexed at Zenodo:\n\n    [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.591533.svg)](https://doi.org/10.5281/zenodo.591533)\n\n- If you wish to cite librosa for its design, motivation etc., please cite the paper\n  published at SciPy 2015:\n\n    McFee, Brian, Colin Raffel, Dawen Liang, Daniel PW Ellis, Matt McVicar, Eric Battenberg, and Oriol Nieto. \"librosa: Audio and music signal analysis in python.\" In Proceedings of the 14th python in science conference, pp. 18-25. 2015.",
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