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    "info": {
        "author": "Jason Cramer, Vincent Lostanlen, Justin Salamon, Andrew Farnsworth, and Juan Pablo Bello",
        "author_email": "jtcramer@nyu.edu",
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            "Development Status :: 3 - Alpha",
            "License :: OSI Approved :: MIT License",
            "Programming Language :: Python :: 2",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
            "Topic :: Multimedia :: Sound/Audio :: Analysis"
        ],
        "description": "# BirdVoxClassify: species classification of bird flight calls\n\nAn open-source Python library and command-line tool for classifying bird species from flight calls in audio recordings.\n\n[![PyPI](https://img.shields.io/badge/python-3.5%2C%203.6-blue.svg)]()\n[![MIT license](https://img.shields.io/badge/License-MIT-blue.svg)](https://choosealicense.com/licenses/mit/)\n[![Coverage Status](https://coveralls.io/repos/github/BirdVox/birdvoxclassify/badge.svg)](https://coveralls.io/github/BirdVox/birdvoxclassify)\n[![Build Status](https://travis-ci.org/BirdVox/birdvoxclassify.svg?branch=master)](https://travis-ci.org/BirdVox/birdvoxclassify)\n[![Documentation Status](https://readthedocs.org/projects/birdvoxclassify/badge/?version=latest)](http://birdvoxclassify.readthedocs.io/en/latest/?badge=latest)\n\nBirdVoxClassify is a pre-trained deep learning system for classifying bird species from flight calls in short audio recordings.\nIt relies on per-channel energy normalization (PCEN) for improved robustness to background noise.\nIt is made available both as a Python library and as a command-line tool for Windows, OS X, and Linux.\n\n\n# Installation instructions\n\nDependencies\n------------\n#### TensorFlow\nBecause TensorFlow comes in CPU-only and GPU-enabled variants, we leave it up to the user to install the version that best fits\ntheir use case.\n\nOn most platforms, either of the following commands should properly install TensorFlow:\n\n    pip install tensorflow # CPU-only version\n    pip install tensorflow-gpu # GPU-enabled version\n\nFor more detailed information, please consult the\n[installation instructions of TensorFlow](https://www.tensorflow.org/install/).\n\n#### libsndfile (Linux only)\nBirdVoxClassify depends on the PySoundFile module to load audio files, which itself depends on the non-Python library libsndfile.\nOn Windows and Mac OS X, these will be installed automatically via the ``pip`` package manager and you can therefore skip this step.\nHowever, on Linux, `libsndfile` must be installed manually via your platform's package manager.\nFor Debian-based distributions (such as Ubuntu), this can be done by simply running\n\n    apt-get install libsndfile\n\nFor more detailed information, please consult the\n[installation instructions of pysoundfile](https://pysoundfile.readthedocs.io/en/0.9.0/#installation>).\n\n\nInstalling BirdVoxClassify\n------------------------\nThe simplest way to install BirdVoxClassify is by using ``pip``, which will also install the additional required dependencies\nif needed.\n\nTo install the latest version of BirdVoxClassify from source:\n\n1. Clone or pull the latest version:\n\n        git clone git@github.com:BirdVox/birdvoxclassify.git\n\n2. Install using pip to handle Python dependencies:\n\n        cd birdvoxclassify\n        pip install -e .",
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        "summary": "Species identification from bird flight call recordings",
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