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"author": "Jason Cramer, Ho-Hsiang Wu, and Justin Salamon",
"author_email": "jtcramer@nyu.edu",
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"Development Status :: 3 - Alpha",
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"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"
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"description": "# OpenL3\n\nOpenL3 is an open-source Python library for computing deep audio and (eventually) image embeddings.\n\n[](https://pypi.python.org/pypi/openl3)\n[](https://choosealicense.com/licenses/mit/)\n[](https://travis-ci.org/marl/openl3)\n[](https://coveralls.io/github/marl/openl3?branch=master)\n[](http://openl3.readthedocs.io/en/latest/?badge=latest)\n\nPlease refer to the [documentation](https://openl3.readthedocs.io/en/latest/) for detailed instructions and examples.\n\nThe audio and image embedding models provided here are published as part of [1], and are based on the Look, Listen and Learn approach [2]. For details about the embedding models and how they were trained, please see:\n\nLook, Listen, and Learn More: Design Choices for Deep Audio Embeddings
\nJason Cramer, Ho-Hsiang Wu, Justin Salamon and Juan Pablo Bello
\nUnder review, 2018.\n\n# Installing OpenL3\n\nDependencies\n------------\n#### Tensorflow\nBecause Tensorflow comes in CPU-only and GPU variants, we leave it up to the user to install the version that best fits\ntheir usecase.\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 version\n\nFor more detailed information, please consult the\n[Tensorflow installation documentation](https://www.tensorflow.org/install/).\n\n#### libsndfile\nOpenL3 depends on the `pysoundfile` module to load audio files, which depends on the non-Python library\n``libsndfile``. On Windows and macOS, these will be installed via ``pip`` and you can therefore skip this step.\nHowever, on Linux this 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 libsndfile1\n\nFor more detailed information, please consult the\n[`pysoundfile` installation documentation](https://pysoundfile.readthedocs.io/en/0.9.0/#installation>).\n\n\nInstalling OpenL3\n-----------------\nThe simplest way to install OpenL3 is by using ``pip``, which will also install the additional required dependencies\nif needed. To install OpenL3 using ``pip``, simply run\n\n pip install openl3\n\nTo install the latest version of OpenL3 from source:\n\n1. Clone or pull the lastest version:\n\n git clone git@github.com:marl/openl3.git\n\n2. Install using pip to handle python dependencies:\n\n cd openl3\n pip install -e .\n\n# Using OpenL3\n\nTo help you get started with OpenL3 please see the\n[tutorial](http://openl3.readthedocs.io/en/latest/tutorial.html).\n\n\n# Acknowledging OpenL3\n\nPlease cite the following papers when using OpenL3 in your work:\n\n[1] Look, Listen, and Learn More: Design Choices for Deep Audio Embeddings
\nJason Cramer, Ho-Hsiang Wu, Justin Salamon and Juan Pablo Bello
\nUnder review, 2018.\n\n[2] Look, Listen and Learn
\nRelja Arandjelovi\u0107 and Andrew Zisserman
\nIEEE International Conference on Computer Vision (ICCV), Venice, Italy, Oct. 2017.",
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