{
    "info": {
        "author": "Iver Jordal",
        "author_email": "",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 3 - Alpha",
            "Intended Audience :: Developers",
            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: MIT License",
            "Operating System :: OS Independent",
            "Programming Language :: Python :: 3"
        ],
        "description": "# Audiomentations\n\n[![Build status](https://img.shields.io/circleci/project/github/iver56/audiomentations/master.svg)](https://circleci.com/gh/iver56/audiomentations) [![Code coverage](https://img.shields.io/codecov/c/github/iver56/audiomentations/master.svg)](https://codecov.io/gh/iver56/audiomentations)\n\nA Python library for audio data augmentation. Inspired by [albumentations](https://github.com/albu/albumentations). Useful for machine learning.\n\n# Setup\n\n[![PyPI version](https://img.shields.io/pypi/v/audiomentations.svg?style=flat)](https://pypi.org/project/albumentations/)\n[![Number of downloads from PyPI per month](https://img.shields.io/pypi/dm/audiomentations.svg?style=flat)](https://pypi.org/project/albumentations/)\n\n`pip install audiomentations`\n\n# Usage example\n\n```python\nfrom audiomentations import Compose, AddGaussianNoise, TimeStretch, PitchShift, Shift\nimport numpy as np\n\nSAMPLE_RATE = 16000\n\naugmenter = Compose([\n    AddGaussianNoise(min_amplitude=0.001, max_amplitude=0.015, p=0.5),\n    TimeStretch(min_rate=0.8, max_rate=1.25, p=0.5),\n    PitchShift(min_semitones=-4, max_semitones=4, p=0.5),\n    Shift(min_fraction=-0.5, max_fraction=0.5, p=0.5),\n])\n\nsamples = np.zeros((20,), dtype=np.float32)\nsamples = augmenter(samples=samples, sample_rate=SAMPLE_RATE)\n```\n\n# Development\n\nInstall the dependencies specified in `requirements.txt`\n\n## Code style\n\nFormat the code with `black`\n\n## Run tests and measure code coverage\n\n`pytest`\n\n## Generate demo sounds for empirical evaluation\n\n`python -m demo.demo`\n\n# Alternatives\n\n* [muda](https://github.com/bmcfee/muda)\n\n\n",
        "description_content_type": "text/markdown",
        "docs_url": null,
        "download_url": "",
        "downloads": {
            "last_day": -1,
            "last_month": -1,
            "last_week": -1
        },
        "home_page": "https://github.com/iver56/audiomentations",
        "keywords": "",
        "license": "MIT",
        "maintainer": "",
        "maintainer_email": "",
        "name": "audiomentations",
        "package_url": "https://pypi.org/project/audiomentations/",
        "platform": "",
        "project_url": "https://pypi.org/project/audiomentations/",
        "project_urls": {
            "Homepage": "https://github.com/iver56/audiomentations"
        },
        "release_url": "https://pypi.org/project/audiomentations/0.7.0/",
        "requires_dist": [
            "numpy (>=1.13.0)",
            "librosa (>=0.6.1)",
            "scipy (<2,>=1.0.0)"
        ],
        "requires_python": "",
        "summary": "A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.",
        "version": "0.7.0"
    },
    "last_serial": 5402432,
    "releases": {
        "0.1.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "33616b72056c210d2a456ef13fe61456",
                    "sha256": "237af077963ff567ad194a355449e6c7b590818f88b3aba62b53341aeb481fe0"
                },
                "downloads": -1,
                "filename": "audiomentations-0.1.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "33616b72056c210d2a456ef13fe61456",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 3923,
                "upload_time": "2019-02-15T09:00:36",
                "url": "https://files.pythonhosted.org/packages/f0/e8/10b84f1581498f8979c803b608338ef7c5323fa7ec66664affe70814441d/audiomentations-0.1.0-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "a1921b41e4be377ff41d4742b009c8bd",
                    "sha256": "94f665db14d740c3da94592aa65cb0374c4a5eead477ccdbe88a12d050f0033f"
                },
                "downloads": -1,
                "filename": "audiomentations-0.1.0.tar.gz",
                "has_sig": false,
                "md5_digest": "a1921b41e4be377ff41d4742b009c8bd",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 1648,
                "upload_time": "2019-02-15T09:00:38",
                "url": "https://files.pythonhosted.org/packages/ae/01/2a52449cae0875d1d5379821518a94f9f427b0d4583603cf76fe77ed7cbf/audiomentations-0.1.0.tar.gz"
            }
        ],
        "0.2.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "84674c3f8e4561f7570901aac209b850",
                    "sha256": "fa5e8e37cdc4345f7030951720ae1a976388c263bbd609000a3ae3cee6b06298"
                },
                "downloads": -1,
                "filename": "audiomentations-0.2.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "84674c3f8e4561f7570901aac209b850",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 4572,
                "upload_time": "2019-02-18T11:35:09",
                "url": "https://files.pythonhosted.org/packages/16/82/333af580c87479470e4742bb643c53aee5dbfa3fa8d59bebfd9883ab6961/audiomentations-0.2.0-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "8afc1754f3996052150db5c5c83e9b4d",
                    "sha256": "7b837553ea4ea346f1c87d563ed996e4eecbb0524ee2f668664f9b8f2d6c7c89"
                },
                "downloads": -1,
                "filename": "audiomentations-0.2.0.tar.gz",
                "has_sig": false,
                "md5_digest": "8afc1754f3996052150db5c5c83e9b4d",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 2362,
                "upload_time": "2019-02-18T11:35:11",
                "url": "https://files.pythonhosted.org/packages/de/a3/9d14a856e83e5fb383d8d858dc2343fbb7b6c51774c99979b2f6b4c5a711/audiomentations-0.2.0.tar.gz"
            }
        ],
        "0.3.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "f509d35832944a01cecea552934a7db6",
                    "sha256": "912462fc053b303a68460de5995eab2f2e24dde76f55ae298564dad8190a2a0f"
                },
                "downloads": -1,
                "filename": "audiomentations-0.3.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "f509d35832944a01cecea552934a7db6",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 4858,
                "upload_time": "2019-02-19T13:43:50",
                "url": "https://files.pythonhosted.org/packages/4b/5f/cafeeac825a7fa38098906baae6048f83a4771059e949209d1fb9f3cbb92/audiomentations-0.3.0-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "a02f61711032b62b69db22bf70054cc2",
                    "sha256": "075f2b951429c2f84bdc67c54a4e168efaa21fb82274ded5cd4432f71f25b9cc"
                },
                "downloads": -1,
                "filename": "audiomentations-0.3.0.tar.gz",
                "has_sig": false,
                "md5_digest": "a02f61711032b62b69db22bf70054cc2",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 2668,
                "upload_time": "2019-02-19T13:43:53",
                "url": "https://files.pythonhosted.org/packages/48/a2/ee9a0cdae437a67e1d3510528d303e13a16251aedb32722e254d8ac844ef/audiomentations-0.3.0.tar.gz"
            }
        ],
        "0.4.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "68f3df44a3091b79f609510f28308d2b",
                    "sha256": "a51f824ae63f5c84445bdc76080cf506a43eb32f4a5be3e2905312a12026efc3"
                },
                "downloads": -1,
                "filename": "audiomentations-0.4.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "68f3df44a3091b79f609510f28308d2b",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 5015,
                "upload_time": "2019-02-19T18:56:58",
                "url": "https://files.pythonhosted.org/packages/81/36/2e628d2462253b9629f31e6f997e652dd88216567a58c0007a4d5e1a64b7/audiomentations-0.4.0-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "bc131228287a80cb712b309ca54b234e",
                    "sha256": "ca32acc26e49226313166bd86abce68869480af4a3a0f7fb08b55a62cdd76d7f"
                },
                "downloads": -1,
                "filename": "audiomentations-0.4.0.tar.gz",
                "has_sig": false,
                "md5_digest": "bc131228287a80cb712b309ca54b234e",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 2796,
                "upload_time": "2019-02-19T18:57:00",
                "url": "https://files.pythonhosted.org/packages/23/55/4dfb074c1883bf862202ad7a70ee3d7d1b28c5de677d064d8c812dccde0d/audiomentations-0.4.0.tar.gz"
            }
        ],
        "0.5.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "2836a65e8e02af1946aeffdb9d8309a5",
                    "sha256": "24508b21bee536ec74d78998636e67eb11103fab1936cab18a2fa05f7fcd3e00"
                },
                "downloads": -1,
                "filename": "audiomentations-0.5.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "2836a65e8e02af1946aeffdb9d8309a5",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 5347,
                "upload_time": "2019-02-23T20:14:13",
                "url": "https://files.pythonhosted.org/packages/37/d7/886df58f8573cc060bf3eca481c611e9f52743b95042c8b9fcdde31e5d21/audiomentations-0.5.0-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "661ce260ea6bb9fbcd2e5c00622716aa",
                    "sha256": "92dc2c3bcd102b129ec4571bac3229221c0ce9c6418f8c9d24a50f7ef11e5f7b"
                },
                "downloads": -1,
                "filename": "audiomentations-0.5.0.tar.gz",
                "has_sig": false,
                "md5_digest": "661ce260ea6bb9fbcd2e5c00622716aa",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 3105,
                "upload_time": "2019-02-23T20:14:14",
                "url": "https://files.pythonhosted.org/packages/ce/49/6e8131a34a3d07e99be3be390ac6961696511ced19fe1b4b4da7dc93cbce/audiomentations-0.5.0.tar.gz"
            }
        ],
        "0.6.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "019fa682c51c7c4782e3f5dce74e5fe7",
                    "sha256": "67a806249eeec65c9beb9a96c151e524b876c7a231d3f636925c1ad18e43fa6a"
                },
                "downloads": -1,
                "filename": "audiomentations-0.6.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "019fa682c51c7c4782e3f5dce74e5fe7",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 5509,
                "upload_time": "2019-05-27T06:55:32",
                "url": "https://files.pythonhosted.org/packages/b6/89/657abb02048a6402d9ac0704f24bdc6d6a06d5b001d7a71292c21041c92d/audiomentations-0.6.0-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "c0e410d19d22223e9ceb93fda84b25e1",
                    "sha256": "da084597f438e0dad467f70b7550d9e0e1f447276aa1306b492df46f52e6d8e4"
                },
                "downloads": -1,
                "filename": "audiomentations-0.6.0.tar.gz",
                "has_sig": false,
                "md5_digest": "c0e410d19d22223e9ceb93fda84b25e1",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 3292,
                "upload_time": "2019-05-27T06:55:33",
                "url": "https://files.pythonhosted.org/packages/a6/87/dd4221efcb0c6f8fd8ae6d330f3974b8b3bcd2f164958b61e56862b1cbdd/audiomentations-0.6.0.tar.gz"
            }
        ],
        "0.7.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "f8e454ad82210097a29880cc5acfa641",
                    "sha256": "7ca333b724516200b547981a7b97ff7ace98c84e6a1276cabae13a5f6d050605"
                },
                "downloads": -1,
                "filename": "audiomentations-0.7.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "f8e454ad82210097a29880cc5acfa641",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 7161,
                "upload_time": "2019-06-14T22:30:10",
                "url": "https://files.pythonhosted.org/packages/c0/bc/b1d8a8875969980c9afa917bb4073e33fb64d5e5b51686fa00b6b771f9c9/audiomentations-0.7.0-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "f0b98b9b6071ddb6a37acdb4d6a9a942",
                    "sha256": "dee42a80e412ecd7eee47d3463404df4b0e35a88ded8cd4b05f81b7ff63a1bc9"
                },
                "downloads": -1,
                "filename": "audiomentations-0.7.0.tar.gz",
                "has_sig": false,
                "md5_digest": "f0b98b9b6071ddb6a37acdb4d6a9a942",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 4802,
                "upload_time": "2019-06-14T22:30:11",
                "url": "https://files.pythonhosted.org/packages/ec/50/ddfb4d6c1066c784f47ee966d854a6b5897ba37db6df109866628e77af48/audiomentations-0.7.0.tar.gz"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "f8e454ad82210097a29880cc5acfa641",
                "sha256": "7ca333b724516200b547981a7b97ff7ace98c84e6a1276cabae13a5f6d050605"
            },
            "downloads": -1,
            "filename": "audiomentations-0.7.0-py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "f8e454ad82210097a29880cc5acfa641",
            "packagetype": "bdist_wheel",
            "python_version": "py3",
            "requires_python": null,
            "size": 7161,
            "upload_time": "2019-06-14T22:30:10",
            "url": "https://files.pythonhosted.org/packages/c0/bc/b1d8a8875969980c9afa917bb4073e33fb64d5e5b51686fa00b6b771f9c9/audiomentations-0.7.0-py3-none-any.whl"
        },
        {
            "comment_text": "",
            "digests": {
                "md5": "f0b98b9b6071ddb6a37acdb4d6a9a942",
                "sha256": "dee42a80e412ecd7eee47d3463404df4b0e35a88ded8cd4b05f81b7ff63a1bc9"
            },
            "downloads": -1,
            "filename": "audiomentations-0.7.0.tar.gz",
            "has_sig": false,
            "md5_digest": "f0b98b9b6071ddb6a37acdb4d6a9a942",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 4802,
            "upload_time": "2019-06-14T22:30:11",
            "url": "https://files.pythonhosted.org/packages/ec/50/ddfb4d6c1066c784f47ee966d854a6b5897ba37db6df109866628e77af48/audiomentations-0.7.0.tar.gz"
        }
    ]
}