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soundata\n\n\u003cimg src=\"docs/img/soundata.png\" height=\"100px\"\u003e\n\nPython library for downloading, loading \u0026 working with sound datasets. Check the [API documentation](https://soundata.readthedocs.io/) and the [contributing instructions](https://soundata.readthedocs.io/en/latest/source/contributing.html). \u003cbr/\u003e\nFor Music Information Retrieval (MIR) datasets please check [mirdata](https://github.com/mir-dataset-loaders/mirdata). \n\n![CI status](https://github.com/soundata/soundata/actions/workflows/ci.yml/badge.svg?branch=main)\n![Formatting status](https://github.com/soundata/soundata/actions/workflows/formatting.yml/badge.svg?branch=main)\n![Linting status](https://github.com/soundata/soundata/actions/workflows/lint-python.yml/badge.svg?branch=main)\n[![Downloads](https://static.pepy.tech/badge/soundata)](https://pepy.tech/project/soundata)\n\n\n[![codecov](https://codecov.io/gh/soundata/soundata/branch/master/graph/badge.svg)](https://codecov.io/gh/soundata/soundata)\n[![Documentation Status](https://readthedocs.org/projects/soundata/badge/?version=latest)](https://soundata.readthedocs.io/en/latest/?badge=latest)\n![GitHub](https://img.shields.io/github/license/soundata/soundata.svg)\n[![PyPI version](https://badge.fury.io/py/soundata.svg)](https://badge.fury.io/py/soundata)\n[![PRs Welcome](https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=flat-square)](http://makeapullrequest.com)\n\n\nThis library provides tools for working with common sound datasets, including tools for:\n* Downloading datasets to a common location and format\n* Validating that the files for a dataset are all present \n* Loading annotation files to a common format\n* Parsing clip-level metadata for detailed evaluations\n\nHere's soundata's [list of currently supported datasets](https://soundata.readthedocs.io/en/latest/source/quick_reference.html).\n\n### Installation\n\nTo install, simply run:\n\n```python\npip install soundata\n```\n\n### Quick example\n```python\nimport soundata\n\ndataset = soundata.initialize('urbansound8k')\ndataset.download()  # download the dataset\ndataset.validate()  # validate that all the expected files are there\n\nexample_clip = dataset.choice_clip()  # choose a random example clip\nprint(example_clip)  # see the available data\n\n```\nSee the [documentation](https://soundata.readthedocs.io/) for more examples and the API reference.\n\n\n### Contributing a new dataset loader\n\nWe welcome and encourage contributions to this library, especially new dataset loaders. Please see [contributing](https://soundata.readthedocs.io/en/latest/source/contributing.html) for guidelines. Feel free to [open an issue](https://github.com/soundata/soundata/issues) if you have any doubt or your run into problems when working on the library.\n\n\n### Releases\n\nThe Soundata Zenodo repository is the preferred source for downloading the software releases.\n\n[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.11518021.svg)](https://doi.org/10.5281/zenodo.11518021)\n\n\n### Citing\n\nIf you use Soundata in your pipeline, please cite the version used with the corresponding DOI of the version release in Zenodo. For Soundata v1.0.1.:\n\n[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.11580085.svg)](https://doi.org/10.5281/zenodo.11580085) \n\n\nIf you refer to soundata's design principles, motivation etc., please cite the JOSS article:\n\n[![DOI](https://joss.theoj.org/papers/10.21105/joss.06634/status.svg)](https://doi.org/10.21105/joss.06634)\n\n```bibtex\n@article{Fuentes2024,\n\ttitle        = {{Soundata: Reproducible use of audio datasets}},\n\tauthor       = {Fuentes, Magdalena and Plaja-Roglans, Genís and Cortès-Sebastià, Guillem and Khandelwal, Tanmay and Miron, Marius and Serra, Xavier and Bello, Juan Pablo and Salamon, Justin},\n\tyear         = 2024,\n\tmonth        = jun,\n\tjournal      = {Journal of Open Source Software},\n\tvolume       = 9,\n\tnumber       = 98,\n\tpages        = 6634,\n\tdoi          = {10.21105/joss.06634},\n\turl          = {https://joss.theoj.org/papers/10.21105/joss.06634}\n}\n```\n\nWhen working with datasets, please include the reference of the dataset, which can be found in the respective dataset loader using `cite()`. \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsoundata%2Fsoundata","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsoundata%2Fsoundata","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsoundata%2Fsoundata/lists"}